The Aggregate - Forecasting Resolved Questions: leaderboard

Metric: Brier score. Source: theaggregate.ai. Saturation forecast: Around 2029. 9 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 5 (High)0.27#11 (Claude Opus 5)
2GPT-5.4 (High)0.29#76 (GPT-5.4)
3Claude Opus 4.8 (High)0.3#33 (Claude Opus 4.8)
4GPT-5.5 (High)0.31#26 (GPT-5.5)
5Claude Fable 5 (High)0.31#13 (Claude Fable 5)
6GPT-5.2 (High)0.33#105 (GPT-5.2)
7DeepSeek V4 Pro (High)0.33#96 (DeepSeek V4 Pro)
8Kimi K2.6 (High)0.34#99 (Kimi K2.6)
9Qwen 3.6 Plus (High)0.36#113 (Qwen 3.6 Plus)

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=the-aggregate-forecasting-resolved-questions · How It Works · Data refreshed daily, snapshot 2026-10-11.