FCMBench V1.1 - Rationality Review: leaderboard
Metric: F1 (%). Source: arxiv.org. 28 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro | 69.56 |
| 2 | Kimi K2.5 | 68.31 |
| 3 | Gemini 3 Flash | 62.82 |
| 4 | Claude Opus 4.5 | 62.02 |
| 5 | Qwen 3 VL 32B Instruct | 54.65 |
| 6 | Qwen 3 VL 30B A3B Instruct | 51.59 |
| 7 | Qwen 3 VL 8B Instruct | 51.24 |
| 8 | Qwen 3.5 122B A10B | 50.45 |
| 9 | Qwen 3 VL 235B A22B Instruct | 49.97 |
| 10 | GPT-5.2 | 49.1 |
| 11 | Qwen 3.5 35B A3B | 48.18 |
| 12 | Qwen 3.5 397B A17B | 45.8 |
| 13 | Phi-4 Multimodal Instruct | 45.8 |
| 14 | GLM-4.5V | 45.56 |
| 15 | GPT-5.1 | 43.98 |
Interactive version: theaggregate.ai/benchmark?slug=fcmbench-v1-1-rationality-review · How It Works · Data refreshed daily, snapshot 2026-09-19.