AGI-Eval Community - Cognition: leaderboard
AGI-Eval community leaderboard (agi-eval.cn), the private-set LLM board built from the platform's non-public items; latest monthly snapshot. Unrelated to the AGIEval exam dataset. This board is the cognition dimension, combining Chinese and English items. Upstream accuracy 0-1, shown as 0-100; higher is better.
Metric: Accuracy (%). Source: agi-eval.cn. Saturation forecast: Estimated already saturated. 141 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Fable 5 | 88.43 | #20 |
| 2 | Gemini 3.1 Pro (Preview) | 88.09 | #64 |
| 3 | Claude Opus 4.6 | 87.64 | #67 |
| 4 | Gemini 3.5 Flash | 87.43 | #66 |
| 5 | Gemini 3 Pro (Preview) | 87.33 | #71 |
| 6 | Gemini 3 Flash (Preview) | 86.91 | #90 |
| 7 | Claude Opus 4.8 | 86.37 | #39 |
| 8 | Claude Opus 4.5 (Non-reasoning) | 86.15 | #87 (Claude Opus 4.5) |
| 9 | GPT-5.5 | 86.06 | #33 |
| 10 | Claude Opus 4.5 | 86.05 | #87 |
| 11 | Grok 4 | 86.02 | #189 |
| 12 | Kimi K3 | 85.74 | #35 |
| 13 | Qwen 3.7 Max | 85.44 | #85 |
| 14 | Seed 2.1 Pro | 85.07 | #73 |
| 15 | Kimi K2.6 | 84.87 | #113 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=agi-eval-community-cognition · How It Works · Data refreshed daily, snapshot 2026-11-05.