Benchmarks

Fast and accurate retrieval is the backbone of the new generation of AI-native applications.
TopK is built for teams working with large volumes of data where high performance, flexibility, and cost efficiency matter.

These benchmarks show TopK's end-to-end query performance for Dense Vector Search, Sparse Vector Search, and File Search answer accuracy across industry datasets.