Visual-Language Understanding — leaderboard
Scale's SEAL Leaderboard evaluates top models' visual-language understanding, testing perception, logic, calculation, and common sense.
Metric: Score (self-reported). Source: benchmarklist.com. Status: saturated. 54 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro (03-25) | 54.65 |
| 2 | Gemini 2.5 Pro (Preview 06-05) | 54.63 |
| 3 | GPT-5.4 Pro (xHigh) | 53.89 |
| 4 | GPT-5 Pro | 52.39 |
| 5 | O4 Mini (High) | 51.79 |
| 6 | O3 Pro (High) | 51.63 |
| 7 | GPT-5.4 (xHigh) | 50.89 |
| 8 | GPT-5 Mini | 50.39 |
| 9 | O3 (High) | 50.07 |
| 10 | GPT-5 | 49.69 |
| 11 | Gemini 2.5 Flash (Preview 09-2025) | 49.15 |
| 12 | Claude Sonnet 4.5 | 48.75 |
| 13 | Claude Opus 4.1 | 48.44 |
| 14 | Claude 3.7 Sonnet (Thinking) | 48.23 |
| 15 | O1 Pro | 47.32 |
Interactive version: theaggregate.ai/benchmark?slug=visual-language-understanding · How the rankings work · Data refreshed daily, snapshot 2026-07-22.