Right Answer, Wrong Method - Derivation-Adjusted Accuracy: leaderboard
Metric: Correct and not flagged as hacked (%; detector-audited). Source: arxiv.org. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Kimi K3 | 41.7 |
| 2 | Gemini 3.1 Pro (Preview) | 40.4 |
| 3 | GPT-5.5 | 38 |
| 4 | Qwen 3.7 Max | 37.5 |
| 5 | DeepSeek V4 Pro | 34.8 |
| 6 | Claude Opus 4.7 | 33.1 |
| 7 | GLM-5.2 | 30.1 |
| 8 | Claude Opus 4.8 | 26 |
| 9 | GPT-5.2 | 15.8 |
| 10 | DeepSeek V3.2 | 11 |
| 11 | GPT-4.1 | 5.7 |
Interactive version: theaggregate.ai/benchmark?slug=right-answer-wrong-method-derivation-adjusted-accuracy · How It Works · Data refreshed daily, snapshot 2026-09-19.