sochdb-benchmarks/profiling_data.json at main · sochdb/sochdb-benchmarks · GitHub

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{
  "insert": {
    "128D/5K/ef100": {
      "vectors": 5000,
      "dimension": 128,
      "ef_construction": 100,
      "time_sec": 6.68422525,
      "rate": 748.0298483358263
    },
    "128D/5K/ef48": {
      "vectors": 5000,
      "dimension": 128,
      "ef_construction": 48,
      "time_sec": 4.480515625,
      "rate": 1115.942989262536
    },
    "768D/5K/ef100": {
      "vectors": 5000,
      "dimension": 768,
      "ef_construction": 100,
      "time_sec": 61.200868458,
      "rate": 81.69818706790613
    },
    "768D/5K/ef48": {
      "vectors": 5000,
      "dimension": 768,
      "ef_construction": 48,
      "time_sec": 40.23351287499999,
      "rate": 124.2745075612541
    }
  },
  "search": {
    "128D/10000vec": {
      "p50_ms": 0.49252099999819166,
      "p95_ms": 0.7067625000061639,
      "p99_ms": 1.7012838400009396,
      "qps": 1866.546979194409
    },
    "768D/10000vec": {
      "p50_ms": 3.231000500022674,
      "p95_ms": 3.95265830001108,
      "p99_ms": 4.307438250006612,
      "qps": 301.7321993569851
    }
  },
  "comparison": {
    "sochdb": {
      "insert_rate": 126.96192826088848,
      "search_p50_ms": 2.950374499988584
    },
    "chromadb": {
      "insert_rate": 2068.555514987091,
      "search_p50_ms": 2.626917000014828
    },
    "comparison": {
      "insert_ratio": 0.06137709495395428,
      "search_ratio": 0.8903673076163695
    }
  },
  "timestamp": "2025-12-28T17:23:36.518615"
}