ClawEval-MM
Progress Over Time
Interactive timeline showing model performance evolution on ClawEval-MM
State-of-the-art frontier
Open
Proprietary
ClawEval-MM Leaderboard
6 models
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Alibaba Cloud / Qwen Team | 125B | 1.0M | $0.15 / $0.47 | ||
| 1 | Alibaba Cloud / Qwen Team | 125B | — | — | ||
| 3 | Alibaba Cloud / Qwen Team | 28B | 262K | $0.40 / $3.00 | ||
| 4 | Alibaba Cloud / Qwen Team | — | — | — | ||
| 5 |  ByteDance | — | — | — | ||
| 6 | ByteDance | — | — | — |
Notice missing or incorrect data?
What is ClawEval-MM?
ClawEval-MM is the multimodal variant of ClawEval, evaluating agentic problem solving with visual inputs.
ClawEval-MM is a multimodal benchmark evaluating models on multimodal, agents, and vision tasks. LLM Stats tracks 6 models on this benchmark, scored on a 0–1 scale. The current average is 0.6, with the leader at 0.6.
Compare leaders on the best AI for multimodal, best AI for agents and best AI for vision leaderboards.
Current leaders
Qwen3.8 Flash from Alibaba Cloud / Qwen Team currently leads the ClawEval-MM leaderboard with a score of 0.604 across 6 evaluated AI models.
FAQ
Common questions about the ClawEval-MM benchmark and leaderboard.