{
 "n": 100000,
 "dim": 1536,
 "k": 10,
 "hnsw": "m=16, ef_construction=64",
 "ef_search": 40,
 "runs": [
  {
   "p50_ms": 2.906,
   "p95_ms": 4.133,
   "p99_ms": 7.643,
   "mean_ms": 3.203,
   "qps_1client": 312.2,
   "avg_rows": 10.0,
   "recall": 0.9387,
   "selectivity_pct": 50.0,
   "iterative_scan": "off",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 500)"
   ],
   "rows_matching": 50019
  },
  {
   "p50_ms": 2.895,
   "p95_ms": 4.363,
   "p99_ms": 5.083,
   "mean_ms": 2.975,
   "qps_1client": 336.1,
   "avg_rows": 10.0,
   "recall": 0.9387,
   "selectivity_pct": 50.0,
   "iterative_scan": "relaxed_order",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 500)"
   ],
   "rows_matching": 50019
  },
  {
   "p50_ms": 2.989,
   "p95_ms": 5.531,
   "p99_ms": 11.993,
   "mean_ms": 3.45,
   "qps_1client": 289.9,
   "avg_rows": 10.0,
   "recall": 0.9387,
   "selectivity_pct": 50.0,
   "iterative_scan": "strict_order",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 500)"
   ],
   "rows_matching": 50019
  },
  {
   "p50_ms": 57.526,
   "p95_ms": 76.51,
   "p99_ms": 87.568,
   "mean_ms": 59.77,
   "qps_1client": 16.7,
   "avg_rows": 10.0,
   "recall": 1.0,
   "selectivity_pct": 10.0,
   "iterative_scan": "off",
   "plan": [
    "Limit",
    "  ->  Sort",
    "        Sort Key: ((embedding <=> 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    "        ->  Bitmap Heap Scan on items_f",
    "              Recheck Cond: (tenant_id < 100)",
    "              ->  Bitmap Index Scan on items_f_tenant_id_idx",
    "                    Index Cond: (tenant_id < 100)"
   ],
   "rows_matching": 10076
  },
  {
   "p50_ms": 56.15,
   "p95_ms": 71.899,
   "p99_ms": 83.798,
   "mean_ms": 58.228,
   "qps_1client": 17.2,
   "avg_rows": 10.0,
   "recall": 1.0,
   "selectivity_pct": 10.0,
   "iterative_scan": "relaxed_order",
   "plan": [
    "Limit",
    "  ->  Sort",
    "        Sort Key: ((embedding <=> 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    "        ->  Bitmap Heap Scan on items_f",
    "              Recheck Cond: (tenant_id < 100)",
    "              ->  Bitmap Index Scan on items_f_tenant_id_idx",
    "                    Index Cond: (tenant_id < 100)"
   ],
   "rows_matching": 10076
  },
  {
   "p50_ms": 59.905,
   "p95_ms": 78.871,
   "p99_ms": 101.222,
   "mean_ms": 61.824,
   "qps_1client": 16.2,
   "avg_rows": 10.0,
   "recall": 1.0,
   "selectivity_pct": 10.0,
   "iterative_scan": "strict_order",
   "plan": [
    "Limit",
    "  ->  Sort",
    "        Sort Key: ((embedding <=> 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    "        ->  Bitmap Heap Scan on items_f",
    "              Recheck Cond: (tenant_id < 100)",
    "              ->  Bitmap Index Scan on items_f_tenant_id_idx",
    "                    Index Cond: (tenant_id < 100)"
   ],
   "rows_matching": 10076
  },
  {
   "p50_ms": 6.273,
   "p95_ms": 12.162,
   "p99_ms": 37.745,
   "mean_ms": 7.361,
   "qps_1client": 135.9,
   "avg_rows": 10.0,
   "recall": 1.0,
   "selectivity_pct": 1.0,
   "iterative_scan": "off",
   "plan": [
    "Limit",
    "  ->  Sort",
    "        Sort Key: ((embedding <=> 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    "        ->  Bitmap Heap Scan on items_f",
    "              Recheck Cond: (tenant_id < 10)",
    "              ->  Bitmap Index Scan on items_f_tenant_id_idx",
    "                    Index Cond: (tenant_id < 10)"
   ],
   "rows_matching": 998
  },
  {
   "p50_ms": 6.461,
   "p95_ms": 10.065,
   "p99_ms": 18.947,
   "mean_ms": 7.021,
   "qps_1client": 142.4,
   "avg_rows": 10.0,
   "recall": 1.0,
   "selectivity_pct": 1.0,
   "iterative_scan": "relaxed_order",
   "plan": [
    "Limit",
    "  ->  Sort",
    "        Sort Key: ((embedding <=> 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    "        ->  Bitmap Heap Scan on items_f",
    "              Recheck Cond: (tenant_id < 10)",
    "              ->  Bitmap Index Scan on items_f_tenant_id_idx",
    "                    Index Cond: (tenant_id < 10)"
   ],
   "rows_matching": 998
  },
  {
   "p50_ms": 5.485,
   "p95_ms": 7.605,
   "p99_ms": 9.345,
   "mean_ms": 5.752,
   "qps_1client": 173.8,
   "avg_rows": 10.0,
   "recall": 1.0,
   "selectivity_pct": 1.0,
   "iterative_scan": "strict_order",
   "plan": [
    "Limit",
    "  ->  Sort",
    "        Sort Key: ((embedding <=> 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    "        ->  Bitmap Heap Scan on items_f",
    "              Recheck Cond: (tenant_id < 10)",
    "              ->  Bitmap Index Scan on items_f_tenant_id_idx",
    "                    Index Cond: (tenant_id < 10)"
   ],
   "rows_matching": 998
  },
  {
   "p50_ms": 0.818,
   "p95_ms": 1.143,
   "p99_ms": 2.238,
   "mean_ms": 0.874,
   "qps_1client": 1144.3,
   "avg_rows": 10.0,
   "recall": 1.0,
   "selectivity_pct": 0.1,
   "iterative_scan": "off",
   "plan": [
    "Limit",
    "  ->  Sort",
    "        Sort Key: ((embedding <=> 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    "        ->  Bitmap Heap Scan on items_f",
    "              Recheck Cond: (tenant_id < 1)",
    "              ->  Bitmap Index Scan on items_f_tenant_id_idx",
    "                    Index Cond: (tenant_id < 1)"
   ],
   "rows_matching": 101
  },
  {
   "p50_ms": 0.792,
   "p95_ms": 1.247,
   "p99_ms": 2.506,
   "mean_ms": 0.853,
   "qps_1client": 1172.4,
   "avg_rows": 10.0,
   "recall": 1.0,
   "selectivity_pct": 0.1,
   "iterative_scan": "relaxed_order",
   "plan": [
    "Limit",
    "  ->  Sort",
    "        Sort Key: ((embedding <=> 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    "        ->  Bitmap Heap Scan on items_f",
    "              Recheck Cond: (tenant_id < 1)",
    "              ->  Bitmap Index Scan on items_f_tenant_id_idx",
    "                    Index Cond: (tenant_id < 1)"
   ],
   "rows_matching": 101
  },
  {
   "p50_ms": 0.812,
   "p95_ms": 1.325,
   "p99_ms": 1.699,
   "mean_ms": 0.862,
   "qps_1client": 1159.7,
   "avg_rows": 10.0,
   "recall": 1.0,
   "selectivity_pct": 0.1,
   "iterative_scan": "strict_order",
   "plan": [
    "Limit",
    "  ->  Sort",
    "        Sort Key: ((embedding <=> 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    "        ->  Bitmap Heap Scan on items_f",
    "              Recheck Cond: (tenant_id < 1)",
    "              ->  Bitmap Index Scan on items_f_tenant_id_idx",
    "                    Index Cond: (tenant_id < 1)"
   ],
   "rows_matching": 101
  },
  {
   "p50_ms": 2.857,
   "p95_ms": 4.28,
   "p99_ms": 7.042,
   "mean_ms": 2.953,
   "qps_1client": 338.6,
   "avg_rows": 10.0,
   "recall": 0.9387,
   "selectivity_pct": 50.0,
   "iterative_scan": "off",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 500)"
   ],
   "forced_hnsw": true,
   "rows_matching": 50019
  },
  {
   "p50_ms": 2.923,
   "p95_ms": 4.41,
   "p99_ms": 6.057,
   "mean_ms": 2.966,
   "qps_1client": 337.2,
   "avg_rows": 10.0,
   "recall": 0.9387,
   "selectivity_pct": 50.0,
   "iterative_scan": "relaxed_order",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 500)"
   ],
   "forced_hnsw": true,
   "rows_matching": 50019
  },
  {
   "p50_ms": 2.91,
   "p95_ms": 5.489,
   "p99_ms": 7.97,
   "mean_ms": 3.183,
   "qps_1client": 314.2,
   "avg_rows": 10.0,
   "recall": 0.9387,
   "selectivity_pct": 50.0,
   "iterative_scan": "strict_order",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 500)"
   ],
   "forced_hnsw": true,
   "rows_matching": 50019
  },
  {
   "p50_ms": 2.725,
   "p95_ms": 4.137,
   "p99_ms": 5.289,
   "mean_ms": 2.789,
   "qps_1client": 358.5,
   "avg_rows": 3.99,
   "recall": 0.3983,
   "selectivity_pct": 10.0,
   "iterative_scan": "off",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 100)"
   ],
   "forced_hnsw": true,
   "rows_matching": 10076
  },
  {
   "p50_ms": 6.267,
   "p95_ms": 9.735,
   "p99_ms": 13.367,
   "mean_ms": 6.522,
   "qps_1client": 153.3,
   "avg_rows": 10.0,
   "recall": 0.9457,
   "selectivity_pct": 10.0,
   "iterative_scan": "relaxed_order",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 100)"
   ],
   "forced_hnsw": true,
   "rows_matching": 10076
  },
  {
   "p50_ms": 6.156,
   "p95_ms": 10.465,
   "p99_ms": 14.619,
   "mean_ms": 6.475,
   "qps_1client": 154.5,
   "avg_rows": 10.0,
   "recall": 0.8987,
   "selectivity_pct": 10.0,
   "iterative_scan": "strict_order",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 100)"
   ],
   "forced_hnsw": true,
   "rows_matching": 10076
  },
  {
   "p50_ms": 2.727,
   "p95_ms": 4.063,
   "p99_ms": 11.953,
   "mean_ms": 2.94,
   "qps_1client": 340.1,
   "avg_rows": 0.39,
   "recall": 0.0387,
   "selectivity_pct": 1.0,
   "iterative_scan": "off",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 10)"
   ],
   "forced_hnsw": true,
   "rows_matching": 998
  },
  {
   "p50_ms": 37.099,
   "p95_ms": 59.181,
   "p99_ms": 67.254,
   "mean_ms": 37.434,
   "qps_1client": 26.7,
   "avg_rows": 10.0,
   "recall": 0.9667,
   "selectivity_pct": 1.0,
   "iterative_scan": "relaxed_order",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 10)"
   ],
   "forced_hnsw": true,
   "rows_matching": 998
  },
  {
   "p50_ms": 36.403,
   "p95_ms": 60.601,
   "p99_ms": 72.158,
   "mean_ms": 37.736,
   "qps_1client": 26.5,
   "avg_rows": 10.0,
   "recall": 0.9013,
   "selectivity_pct": 1.0,
   "iterative_scan": "strict_order",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 10)"
   ],
   "forced_hnsw": true,
   "rows_matching": 998
  },
  {
   "p50_ms": 2.599,
   "p95_ms": 3.996,
   "p99_ms": 5.399,
   "mean_ms": 2.67,
   "qps_1client": 374.5,
   "avg_rows": 0.03,
   "recall": 0.0033,
   "selectivity_pct": 0.1,
   "iterative_scan": "off",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 1)"
   ],
   "forced_hnsw": true,
   "rows_matching": 101
  },
  {
   "p50_ms": 68.871,
   "p95_ms": 87.94,
   "p99_ms": 117.751,
   "mean_ms": 71.173,
   "qps_1client": 14.1,
   "avg_rows": 10.0,
   "recall": 0.791,
   "selectivity_pct": 0.1,
   "iterative_scan": "relaxed_order",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 1)"
   ],
   "forced_hnsw": true,
   "rows_matching": 101
  },
  {
   "p50_ms": 69.647,
   "p95_ms": 85.994,
   "p99_ms": 99.453,
   "mean_ms": 71.475,
   "qps_1client": 14.0,
   "avg_rows": 10.0,
   "recall": 0.7727,
   "selectivity_pct": 0.1,
   "iterative_scan": "strict_order",
   "plan": [
    "Limit",
    "  ->  Index Scan using items_f_hnsw on items_f",
    "        Order By: (embedding <=> 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    "        Filter: (tenant_id < 1)"
   ],
   "forced_hnsw": true,
   "rows_matching": 101
  }
 ],
 "build_s": 52.7,
 "env": {
  "postgres": "18.6 (Ubuntu 18.6-1.pgdg24.04+2)",
  "pgvector": "0.8.7",
  "shared_buffers": "4GB",
  "maintenance_work_mem": "4GB",
  "max_parallel_maintenance_workers": "3",
  "cpu": "4 vCPU Intel Xeon @ 2.10GHz (cloud VM)",
  "ram": "15 GB",
  "dataset": "DBpedia entities, OpenAI text-embedding-3-large (Qdrant/dbpedia-entities-openai3-text-embedding-3-large-1536-1M on Hugging Face)"
 },
 "forced_note": "forced runs: no B-tree on tenant_id, enable_seqscan=off, enable_bitmapscan=off (e6b_forced.py)"
}