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-4.5xAIEstablished0.16390.1639100%85
2gpt-5.1OpenAIEstablished0.17800.1780100%85
3gemini-3.1-pro-previewGoogleEstablished0.17930.281594%80
4claude-sonnet-5AnthropicEstablished0.18840.1884100%85