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MATH-Vision leaderboard
MATH-Vision
15 models tested · Updated 2026-07-09 · Verified sources only
GPT-5.6 Sol
leads at
95.8%
1
GPT-5.6 Sol
OpenAI ·
Blog/OpenAI
· 2026-07-09
Score as cited in Kimi K3 blog (source: OpenAI official).
95.8%
2
Claude Fable 5
Anthropic ·
Blog/Anthropic
· 2026-06-09
Score as cited in Kimi K3 blog (source: Anthropic official). Fable 5 hit fallbacks on 35% of tasks.
94.8%
3
Kimi K3
Moonshot AI ·
Blog/Moonshot AI
· 2026-07-16
94.3%
4
GPT-5.5
OpenAI ·
Blog/OpenAI
· 2026-06-26
Score as cited in Kimi K3 blog (source: OpenAI official).
92.2%
5
Claude Opus 4.8
Anthropic ·
Blog/Anthropic
· 2026-06-17
Score as cited in Kimi K3 blog (source: Anthropic official).
86.7%
6
Gemma 4 31B
Google ·
HuggingFace/Google DeepMind
· 2026-04-02
Multimodal math reasoning from images.
85.6%
7
Gemma 4 26B A4B
Google ·
HuggingFace/Google DeepMind
· 2026-04-02
MoE 25.2B total, 3.8B active.
82.4%
8
Gemma 4 12B
Google DeepMind ·
HuggingFace/google-gemma-4-12b-it
· 2026-05-23
Math-vision. Beats Gemma 3 27B (46.0).
79.7%
9
STEP3-VL 10B
StepFun ·
arxiv/2601.09668
· 2026-01-14
10B model achieves 75.95% on MATH-Vision, competitive with Gemma 4 31B (85.6) at 1/3 the params.
75.95%
10
Vero Q3T-8B
Vero Team ·
arxiv/2604.04917
· 2026-04-06
Highest MATH-Vision among all Vero variants. Thinking backbone excels on visual math.
63.5%
11
Gemma 4 E4B
Google ·
HuggingFace/Google DeepMind
· 2026-04-02
4.5B effective params.
59.5%
12
Vero Mi-7B
Vero Team ·
arxiv/2604.04917
· 2026-04-06
+2.6 over MiMoVL base. Surpasses MiMoVL-7B-RL which uses proprietary recipe.
59.4%
13
Vero Q3I-8B
Vero Team ·
arxiv/2604.04917
· 2026-04-06
+5.1 over base. Open RL matches proprietary VLM training pipelines on visual math.
59.0%
14
OpenVLThinkerV2 8B
Research ·
arxiv/2604.08539
· 2026-04-09
8B model trained with G2RPO reaches new open-source SOTA on MATH-Vision, beating larger models.
53.4%
15
Gemma 4 E2B
Google ·
HuggingFace/Google DeepMind
· 2026-04-02
2.3B effective params.
52.4%