LogicScore - MuSiQue Determinateness: leaderboard
Metric: Determinateness (%; answers whose own short answer o4-mini re-derives from the long-form answer alone; 1,605 MuSiQue answerable items). Source: arxiv.org. Saturation forecast: Estimated already saturated. 21 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | O3 | 96.48 |
| 2 | Qwen 3 235B A22B | 95.62 |
| 3 | Gemini 3 Pro | 94.1 |
| 4 | GPT-4o | 93.66 |
| 5 | DeepSeek R1 | 91.12 |
| 6 | GPT-5.1 | 87.79 |
| 7 | Qwen 3 8B | 86.71 |
| 8 | DeepSeek V3.2 | 86.33 |
| 9 | Qwen 3 14B | 85.6 |
| 10 | Qwen 3 30B A3B | 85.06 |
| 11 | Qwen 3 4B | 84.4 |
| 12 | Qwen 3 1.7B | 73.05 |
| 13 | Qwen 3 0.6B | 58.12 |
Interactive version: theaggregate.ai/benchmark?slug=logicscore-musique-determinateness · How It Works · Data refreshed daily, snapshot 2026-09-26.