SQL Capability - SQL Optimization: leaderboard
SQL Capability leaderboard slice measuring query optimization, index advice, and semantic-preserving SQL improvements.
Metric: Ability Score. Source: sql-llm-leaderboard.com. Saturation forecast: Around September 2027. 36 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3.5 Flash | 69.2 | #60 |
| 2 | Gemini 3.1 Pro (Preview) | 67.6 | #58 |
| 3 | Claude Opus 4.8 | 67.1 | #37 |
| 4 | Gemini 3 Pro | 65.7 | #80 |
| 5 | GPT-5 | 65.5 | #98 |
| 6 | Qwen 3.7 Max | 65.5 | #75 |
| 7 | Claude Opus 4.7 | 64.1 | #49 |
| 8 | MiniMax-M2.5 | 64 | #303 |
| 9 | GPT-5.5 | 63.5 | #31 |
| 10 | O4 Mini (High) | 63.1 | #180 (O4 Mini) |
| 11 | Claude Opus 4.5 | 63 | #83 |
| 12 | Claude Sonnet 4.5 | 62.8 | #142 |
| 13 | Qwen 3.5 397B A17B | 61.1 | #146 |
| 14 | Claude Sonnet 4.6 | 60.8 | #90 |
| 15 | DeepSeek V4 Pro | 60.4 | #102 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=sql-capability-sql-optimization · How It Works · Data refreshed daily, snapshot 2026-10-20.