Private benchmark

See how coding agents choose and build with your tool.

A paid, fixed-scope benchmark for developer-tool teams. We confirm fit, scope, and price before any work begins.

No production-code access required. We confirm scope and price before beginning. How we handle data.

Synthetic repositoriesNo production-code accessPrivate engagement results
Your baseline

Private scorecard, agent and model splits, and competitive outcomes.

The evidence

Representative failing runs, plus hand-roll and switching behavior.

The test

A findings review and one focused controlled rerun.