TRACK - Math Reasoning (Facts in Context, Thinking): leaderboard

Metric: Holistic pass (%; PRM800K-derived problems decomposed into procedural steps, 500 items; the final answer is correct and the reasoning entails every required fact; answered with the missing facts appended to the prompt and longer thinking enabled). Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.

Top models

#ModelScore
1O4 Mini (2025-04-16)87.2
2Qwen 3 8B (Thinking)70.7
3Qwen 3 4B (Reasoning)36.5
4Qwen 3 1.7B (Thinking)7.1

Interactive version: theaggregate.ai/benchmark?slug=track-math-reasoning-facts-in-context-thinking · How It Works · Data refreshed daily, snapshot 2026-09-26.