CAIS Vision Capabilities Index: leaderboard
Composite CAIS AI Dashboard vision index averaging EnigmaEval, IntPhys2, ERQA, MindCube, ART, and SpatialViz for models with all component scores.
Metric: Vision Capabilities Index (self-reported). Source: benchmarklist.com. Status: years away from saturation. 38 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.5 Flash | 65.9 |
| 2 | Gemini 3 Flash | 64.9 |
| 3 | Claude Opus 5 | 63.9 |
| 4 | Gemini 3.7 Flash | 63.7 |
| 5 | Kimi K3 | 63.2 |
| 6 | Gemini 3.1 Pro (Preview) | 63.1 |
| 7 | Claude Fable 5 | 62.1 |
| 8 | GPT-5.6 Sol | 62 |
| 9 | Kimi K2.6 | 61.2 |
| 10 | Grok 4.5 | 60.8 |
| 11 | GPT-5.5 | 60.5 |
| 12 | GPT-5.4 | 58 |
| 13 | Muse Spark 1.1 | 57.5 |
| 14 | Gemini 3 Pro | 55.5 |
| 15 | GPT-5.6 Luna | 55.5 |
Interactive version: theaggregate.ai/benchmark?slug=cais-vision-capabilities-index · How It Works · Data refreshed daily, snapshot 2026-09-05.