SUREON: leaderboard
Metric: Multiple-choice accuracy (0-1 times 100) averaged over the 10 multiple-choice categories of the 354-question expert-validated SUREON benchmark (30 questions each, four options, text overlays blurred); higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 3 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.1 | 68 | #131 |
| 2 | Gemini 3.1 Pro (Preview) | 60 | #54 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=sureon · How It Works · Data refreshed daily, snapshot 2026-10-11.