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-5.1OpenAIEstablished0.17350.1735100%32
2grok-4.5xAIEstablished0.21340.2134100%32
3gemini-3.1-pro-previewGoogleEstablished0.22790.232397%31
4claude-sonnet-5AnthropicEstablished0.26090.2609100%32