AoPS Strategy Coverage - Probability: leaderboard

Metric: AoPS-reference strategies recovered (% of the 39 reference strategy families for the 16 probability problems; multiple-strategy prompt). Source: arxiv.org. Saturation forecast: Around December 2026. 4 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)79.49
2GPT-5.471.79
3DeepSeek V3.2 (Thinking)64.1
4Claude Opus 4.653.85

Interactive version: theaggregate.ai/benchmark?slug=aops-strategy-coverage-probability · How It Works · Data refreshed daily, snapshot 2026-09-26.