EntSQL - With Evidence: leaderboard
Metric: Execution accuracy (%) with concise expert-curated evidence snippets instead of the full document; higher is better. Source: arxiv.org. Saturation forecast: Around 2029. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 | 17.6 |
| 2 | GLM-5.1 | 17.1 |
| 3 | GPT-5.4 | 16.7 |
| 4 | Qwen 3.6 Max Preview | 16.3 |
| 5 | Claude Opus 4.6 | 15.5 |
| 6 | Gemini 3.1 Pro (Preview) | 12.8 |
| 7 | Kimi K2.6 | 10.6 |
Interactive version: theaggregate.ai/benchmark?slug=entsql-with-evidence · How It Works · Data refreshed daily, snapshot 2026-09-29.