MMGist — leaderboard
Metric: Macro â (self-reported). Source: benchmarklist.com. 27 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 66.8 |
| 2 | Qwen 3.6 Plus | 61 |
| 3 | Seed 2.0 Pro | 58.2 |
| 4 | Qwen 3.6 35B A3B | 55.2 |
| 5 | Gemini 3.1 Flash Lite | 52.7 |
| 6 | GPT-5 | 51.4 |
| 7 | Gemma 4 31B | 49.3 |
| 8 | Qwen 3.5 27B | 47.3 |
| 9 | Claude Sonnet 4.6 | 47.2 |
| 10 | Qwen 3.5 9B | 46.8 |
| 11 | Gemma 4 26B A4B | 45.6 |
| 12 | GPT-5 Mini | 45 |
| 13 | Step3 VL 10B | 43.3 |
| 14 | Qwen 3.5 4B | 42 |
| 15 | InternVL3.5-8B | 33.8 |
Interactive version: theaggregate.ai/benchmark?slug=mmgist · How the rankings work · Data refreshed daily, snapshot 2026-07-22.