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MMVU

Progress Over Time

Interactive timeline showing model performance evolution on MMVU

State-of-the-art frontier
Open
Proprietary

MMVU Leaderboard

5 models
ContextCostLicense
1
Zhipu AI
Zhipu AI
320B1.0M$0.15 / $0.50
2
Moonshot AI
Moonshot AI
1.0T
3
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
122B
4
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
27B262K$0.30 / $2.40
5
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
35B
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About this benchmark

What is MMVU?

MMVU (Multimodal Multi-disciplinary Video Understanding) is a benchmark for evaluating multimodal models on video understanding tasks across multiple disciplines, testing comprehension and reasoning capabilities on video content.

MMVU is a multimodal benchmark evaluating models on multimodal, reasoning, video, and vision tasks. LLM Stats tracks 5 models on this benchmark, scored on a 0–1 scale. The current average is 0.8, with the leader at 0.8.

Compare leaders on the best AI for multimodal, best AI for reasoning, best AI for video and best AI for vision leaderboards.

Current leaders

GLM-5.3-Flash from Zhipu AI currently leads the MMVU leaderboard with a score of 0.805 across 5 evaluated AI models.

1GLM-5.3-FlashZhipu AI80.5%
2Kimi K2.5Moonshot AI80.4%
3Qwen3.5-122B-A10BAlibaba Cloud / Qwen Team74.7%

FAQ

Common questions about the MMVU benchmark and leaderboard.

What is the MMVU benchmark?

MMVU (Multimodal Multi-disciplinary Video Understanding) is a benchmark for evaluating multimodal models on video understanding tasks across multiple disciplines, testing comprehension and reasoning capabilities on video content.

What is the MMVU leaderboard?

The MMVU leaderboard ranks 5 AI models based on their performance on this benchmark. Currently, GLM-5.3-Flash by Zhipu AI leads with a score of 0.805. The average score across all models is 0.762.

What is the highest MMVU score?

The highest MMVU score is 0.805, achieved by GLM-5.3-Flash from Zhipu AI.

How many models are evaluated on MMVU?

5 models have been evaluated on the MMVU benchmark, with 0 verified results and 5 self-reported results.

What categories does MMVU cover?

MMVU is categorized under multimodal, reasoning, video, and vision. The benchmark evaluates multimodal models.

What is the best open-source model on MMVU?

GLM-5.3-Flash by Zhipu AI is the top-ranked open-source model on MMVU, with a score of 0.805 (rank #1).

Which model offers the best value on MMVU?

Among models scoring within 10% of the leader, GLM-5.3-Flash from Zhipu AI is the cheapest, at $0.15 per million input tokens with a score of 0.805.

How recent are the MMVU leaderboard results?

The MMVU leaderboard was last updated in August 2026 and currently includes 5 evaluated models.