Comet Lab Atlas

A commercial platform for evaluating, logging, and iterating on AI products.

Braintrust is an evaluation-first platform: it makes running and comparing evals a core workflow, with logging and a prompt playground around it, so changes to a model or prompt can be judged against data rather than vibes.

It is a hosted, commercial product aimed at teams building AI products who want a rigorous iteration loop.

Where it's ideally used

A fit for product teams who want disciplined, data-driven evaluation as the centre of their iteration loop.

Where it doesn't fit

Hosted and commercial — and more process than a small experiment needs.