cuVS Bench

cuVS Bench is a reproducible benchmarking tool for ANN search implementations. It supports GPU-to-GPU and GPU-to-CPU comparisons, and helps capture index configurations that can be reproduced across on-prem and cloud hardware.

Use cuVS Bench to compare build time, search throughput, latency, and recall; find useful parameter settings for recall buckets; generate consistent plots; and identify optimization opportunities across index parameters, build time, and search performance.

For dataset file formats, conversion utilities, and ground-truth generation, see Benchmark Datasets.

For custom benchmark execution paths and backend integrations, see Backends.

For setup, see Installation. To run benchmark workflows, see Usage. To compile the benchmark executables locally, see Build from Source.