Which AI model scores highest on MathVista?

LLaMA 4 Maverick by Meta holds the best MathVista result among tracked models, at 73.7% (released Apr 5 2025). Higher scores are better on this benchmark.

What are the top 5 models on MathVista?

1. LLaMA 4 Maverick (Meta) — 73.7%; 2. GPT-4.1 mini (OpenAI) — 73.1%; 3. GPT-4.1 (OpenAI) — 72.2%; 4. LLaMA 4 Scout (Meta) — 70.7%; 5. Gemma 3 (Google) — 67.6%.

How many models have a published MathVista score?

12 tracked models have a published MathVista score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.

What is the best open model on MathVista?

Gemma 3 by Google is the highest-ranked model with downloadable weights on MathVista, scoring 67.6% at rank 5 overall.

Multimodal reasoning

MathVista

mathematical reasoning about visual information

Rankings

Higher is better

MathVista — frequently asked questions

: mathematical reasoning about visual information
: LLaMA 4 Maverick by Meta holds the best MathVista result among tracked models, at 73.7% (released Apr 5 2025). Higher scores are better on this benchmark.
: 1. LLaMA 4 Maverick (Meta) — 73.7%; 2. GPT-4.1 mini (OpenAI) — 73.1%; 3. GPT-4.1 (OpenAI) — 72.2%; 4. LLaMA 4 Scout (Meta) — 70.7%; 5. Gemma 3 (Google) — 67.6%.
: 12 tracked models have a published MathVista score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.
: Gemma 3 by Google is the highest-ranked model with downloadable weights on MathVista, scoring 67.6% at rank 5 overall.