V*
Progress Over Time
Interactive timeline showing model performance evolution on V*
State-of-the-art frontier
Open
Proprietary
V* Leaderboard
7 models
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Moonshot AI | 1.0T | 262K | $0.75 / $3.50 | ||
| 1 |  Alibaba Cloud / Qwen Team | — | 1.0M | $0.50 / $3.00 | ||
| 3 | Alibaba Cloud / Qwen Team | 28B | 262K | $0.60 / $3.60 | ||
| 4 | Alibaba Cloud / Qwen Team | 27B | 262K | $0.30 / $2.40 | ||
| 5 | Alibaba Cloud / Qwen Team | 122B | — | — | ||
| 6 | Alibaba Cloud / Qwen Team | 35B | — | — | ||
| 7 |  Zhipu AI | — | — | — |
Notice missing or incorrect data?
What is V*?
A visual reasoning benchmark evaluating multimodal inference under challenging spatial and grounded tasks.
V* is a multimodal benchmark evaluating models on multimodal, reasoning, and vision tasks. LLM Stats tracks 7 models on this benchmark, scored on a 0–1 scale. The current average is 0.9, with the leader at 1.0.
Compare leaders on the best AI for multimodal, best AI for reasoning and best AI for vision leaderboards.
Current leaders
Kimi K2.6 from Moonshot AI currently leads the V* leaderboard with a score of 0.969 across 7 evaluated AI models.
FAQ
Common questions about the V* benchmark and leaderboard.