Vector Store Benchmark Suite

Interactive analysis comparing baseline similarity, latency metrics, and physical footprints from benchmark comparisons.

Benchmark Scale Hierarchy Toggle dataset size levels to adjust local profile metrics.

Win Metrics Summary

0 FAISS FlatL2 Wins
0 Qdrant float32 Wins
0 FAISS HNSW Wins
0 In-Memory Baseline Wins
Compare Specific Engines (Global Filter)

Similarity to Baseline (Jaccard Index)

Higher values indicate closer alignment with baseline exact search outputs across scales.

Average Query Latency

Lower values are ideal. Displayed on a logarithmic scale to capture large differences across configurations.

Memory Growth - RSS Delta (at N=1M)

Lower values are ideal. Represents dynamic memory footprint increase in Megabytes.

Storage Compression Ratio (at N=1M)

Higher numbers signify optimal compression compared directly against baseline file size allocations.

Accuracy vs. Latency Tradeoff (at N=1M)

Ideal position is the top-left (low latency, high similarity). Bubble size reflects system RAM (RSS delta MB).