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-4.5xAIEstablished0.15360.155899%106
2gemini-3.1-pro-previewGoogleEstablished0.16400.259594%101
3gpt-5.1OpenAIEstablished0.16660.1666100%107
4claude-sonnet-5AnthropicEstablished0.17460.1746100%107