SAKE - Zero-Shot - Quality Attributes: leaderboard
Metric: Accuracy (%). Source: arxiv.org. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 | 99 |
| 2 | Claude Opus 4.6 | 99 |
| 3 | DeepSeek V3.2 | 99 |
| 4 | Qwen 3 235B A22B | 98.6 |
| 5 | GPT-5.4 | 98.2 |
| 6 | Mistral Small 4 | 98.2 |
| 7 | Gemini 3.1 Flash Lite | 97.9 |
| 8 | Grok 4.20 | 97.9 |
| 9 | Grok 4.1 Fast | 97.5 |
| 10 | Claude Haiku 4.5 | 97.2 |
| 11 | GPT-5.4 Nano | 97.2 |
Interactive version: theaggregate.ai/benchmark?slug=sake-zero-shot-quality-attributes · How It Works · Data refreshed daily, snapshot 2026-09-19.