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Ruvector Benchmark Results

Generated: 2026-01-18 19:19:31 UTC

single_threaded

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 394.26
  • Latency (p50): 1.80ms
  • Latency (p95): 1.84ms
  • Latency (p99): 1.84ms
  • Latency (p99.9): 1.84ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s

multi_threaded_1

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 3590.55
  • Latency (p50): 2.87ms
  • Latency (p95): 4.92ms
  • Latency (p99): 5.92ms
  • Latency (p99.9): 11.26ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s

multi_threaded_4

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 3158.70
  • Latency (p50): 2.83ms
  • Latency (p95): 5.98ms
  • Latency (p99): 9.63ms
  • Latency (p99.9): 13.10ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s

multi_threaded_8

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 3264.20
  • Latency (p50): 2.80ms
  • Latency (p95): 5.17ms
  • Latency (p99): 8.28ms
  • Latency (p99.9): 10.93ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s

multi_threaded_16

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 3597.27
  • Latency (p50): 2.86ms
  • Latency (p95): 5.11ms
  • Latency (p99): 8.47ms
  • Latency (p99.9): 14.48ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s

ef_search_50

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 673.83
  • Latency (p50): 1.35ms
  • Latency (p95): 1.35ms
  • Latency (p99): 1.35ms
  • Latency (p99.9): 1.35ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s

ef_search_100

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 596.16
  • Latency (p50): 1.37ms
  • Latency (p95): 1.38ms
  • Latency (p99): 1.38ms
  • Latency (p99.9): 1.38ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s

ef_search_200

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 571.80
  • Latency (p50): 1.40ms
  • Latency (p95): 1.41ms
  • Latency (p99): 1.41ms
  • Latency (p99.9): 1.41ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s

ef_search_400

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 434.02
  • Latency (p50): 1.97ms
  • Latency (p95): 1.98ms
  • Latency (p99): 1.98ms
  • Latency (p99.9): 1.98ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s

ef_search_800

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 434.06
  • Latency (p50): 1.77ms
  • Latency (p95): 1.82ms
  • Latency (p99): 1.82ms
  • Latency (p99.9): 1.82ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s

quantization_none

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 423.80
  • Latency (p50): 1.70ms
  • Latency (p95): 1.77ms
  • Latency (p99): 1.77ms
  • Latency (p99.9): 1.77ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s

quantization_scalar

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 411.33
  • Latency (p50): 1.75ms
  • Latency (p95): 1.82ms
  • Latency (p99): 1.82ms
  • Latency (p99.9): 1.82ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s

quantization_binary

Dataset: synthetic (384D, 50000 vectors)

Performance

  • QPS: 440.34
  • Latency (p50): 1.70ms
  • Latency (p95): 1.75ms
  • Latency (p99): 1.75ms
  • Latency (p99.9): 1.75ms

Recall

  • Recall@1: 100.00%
  • Recall@10: 100.00%
  • Recall@100: 100.00%

Resources

  • Memory: 0.00 MB
  • Build Time: 0.00s