# 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