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
1grok-4.5xAIEstablished0.19840.1984100%54
2gpt-5.1OpenAIEstablished0.20550.2055100%54
3claude-sonnet-5AnthropicEstablished0.21690.2169100%54
4gemini-3.1-pro-previewGoogleEstablished0.22120.313593%50