Methodology

How AI Model Watch evaluates model claims, benchmarks, comparisons, citations, and limitations.

Claim boundaries

Unless stated otherwise, we do not claim to run independent benchmarks. We distinguish provider claims, third-party benchmark reports, and our own editorial analysis.