Same machine, same data, same queries.

Every number on this page comes from the public harness in keyten-benchmarks: clone it, run one script, and it installs each engine from PyPI, prepares the dataset, and produces this exact result format on your hardware. Lower is better throughout; per-query bars are scaled to the slowest engine on that query.