MalruleLib - Same-Template with Steps: leaderboard

Metric: Malrule Reasoning Accuracy (%; predict the student's next answer from one worked mistake; same template, with the student's steps). Source: arxiv.org. Saturation forecast: Around December 2026. 9 models tracked.

Top models

#ModelScore
1GPT-OSS-120B81.5
2GPT-OSS-20B78.5
3Qwen 3 Next 80B A3B (Thinking)77.2
4Qwen 3 Next 80B A3B Instruct73.2
5Phi-464.9
6Llama 3.3 70B Instruct64.4
7Qwen 3 4B55.7
8Phi-4 Mini Instruct42.5

Interactive version: theaggregate.ai/benchmark?slug=malrulelib-same-template-with-steps · How It Works · Data refreshed daily, snapshot 2026-09-25.