CATTest - Pass/Not-Pass Recall: leaderboard
Metric: Recall (%). Source: arxiv.org. 17 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 | 98.65 |
| 2 | GPT-5.4 | 93.67 |
| 3 | Claude Opus 4.7 | 93.67 |
| 4 | Claude Opus 4.6 | 89.87 |
| 5 | GPT-5.5 | 86.08 |
| 6 | Gemini 3 Flash | 83.54 |
| 7 | Gemini 3.1 Pro (Preview) | 82.28 |
| 8 | Qwen 3.5 27B | 78.48 |
| 9 | Kimi K2.6 | 75.95 |
| 10 | Qwen 3.6 27B | 72.15 |
| 11 | Qwen 3.5 Plus | 72.15 |
| 12 | GPT-5.4 Mini | 62.03 |
| 13 | GLM-5V Turbo | 58.23 |
| 14 | Seed 2.0 Pro | 44.3 |
| 15 | Gemini 3.1 Flash Lite | 40.51 |
Interactive version: theaggregate.ai/benchmark?slug=cattest-pass-not-pass-recall · How It Works · Data refreshed daily, snapshot 2026-09-19.