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NVIDIA LLM Robustness - MATH Consistency — leaderboard

Metric: Consistency (%). Source: huggingface.co. 6 models tracked.

Top models

#ModelScore
1Mistral Large 2 (Jul)67.71
2Llama 3.1 70B Instruct62.18
3Llama 3 70B Instruct48.96
4Yi 1.5 34B Chat48.04
5Llama 3.1 8B Instruct42.9
6Mistral Nemo Instruct (2407)38.26

Interactive version: theaggregate.ai/benchmark?slug=nvidia-llm-robustness-math-consistency · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.