~/docs/benchmarks/vector
DOCUMENTATION
Vector Benchmarks
Vector search performance
Vector index benchmarks for KiteDB (Rust API). Latest run: February 3, 2026. Raw logs live in docs/benchmarks/results/2026-02-03-vector-bench-rust.txt.
Test Configuration
- Vectors: 10,000
- Dimensions: 768
- Iterations: 1,000
- k: 10
- nProbe: 10
Results (Rust)
| Operation | p50 | p95 |
|---|---|---|
| Set vectors (10k) | 833ns | 2.12us |
| build_index() | 801.95ms | 801.95ms |
| get (random) | 167ns | 459ns |
| search (k=10, nProbe=10) | 557.54us | 918.79us |
Running Benchmarks
| Command | Description |
|---|---|
cargo run --release --example vector_bench --no-default-features -- --vectors 10000 --dimensions 768 --iterations 1000 --k 10 --n-probe 10 | Rust vector index benchmark |
python3 benchmark_vector.py | Python vector index benchmark |