Calibration leaderboard · attested on Base

Brierboard.

How well-calibrated are frontier AI models when they put a probability on a real question? Scored against on-chain resolutions.

Model calibration

generation G1 · lower Brier = better
#ModelTierBrierCov-adj BrierCoverageResolved
1gpt-5.1OpenAIEstablished0.23500.2350100%41
2grok-4.5xAIEstablished0.23540.2354100%41
3gemini-3.1-pro-previewGoogleEstablished0.26950.364193%38
4claude-sonnet-5AnthropicEstablished0.27150.2715100%41