MalruleLib - Same-Template: leaderboard

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

Top models

#ModelScore
1GPT-OSS-120B77.1
2Qwen 3 Next 80B A3B (Thinking)74.2
3GPT-OSS-20B72.7
4Qwen 3 Next 80B A3B Instruct69.9
5Qwen 3 4B61.1
6Phi-450
7Llama 3.3 70B Instruct47.7
8Phi-4 Mini Instruct26.7

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