rankings / visual-question-answering
The best models for visual question answering
9 models & services · 0 callable here now
Ranked by benchmark score per dollar (quality floor applied). Scores: MMMU-Pro — college-level visual question answering. Fetched 2026-07-12. Prices are our live per-call rates; ~ marks an estimate until the model is onboarded.
sorted by value · sort by score
| # | model | score | price | params | status |
|---|---|---|---|---|---|
| 1 | moonshotai/Kimi-K2.6 top score | 79.4sr (#1) | - | 1058589.4M | not hosted |
| 2 | moonshotai/Kimi-K2.5 | 78.5sr (#2) | - | 1058589.4M | not hosted |
| 3 | internlm/Intern-S2-Preview | 76.9sr (#3) | - | 36098.3M | not hosted |
| 4 | Qwen/Qwen3.6-27B | 75.8sr (#4) | - | 27781.4M | not hosted |
| 5 | Qwen/Qwen3.6-35B-A3B | 75.3sr (#5) | - | 35951.8M | not hosted |
| 6 | Qwen/Qwen3.5-27B | 75sr (#6) | - | 27781.4M | not hosted |
| 7 | ATH-MaaS/Ovis2.6-80B-A3B | 66.3sr (#7) | - | 80524.2M | not hosted |
| 8 | Qwen/Qwen2.5-VL-7B-Instruct | 34.3sr (#8) | - | 8292.2M | not hosted |
| 9 | Qwen/Qwen2.5-VL-3B-Instruct | 32.7sr (#9) | - | 3754.6M | not hosted |