Text-to-SQL under RBAC - LiveSQLBench: leaderboard
Metric: Access-Controlled F1 (%, LiveSQLBench). Source: arxiv.org. Saturation forecast: Around July 2027. 12 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 | 61.15 |
| 2 | GPT-5 Mini | 58.49 |
| 3 | Claude Sonnet 4.5 | 55.75 |
| 4 | DeepSeek V3.2 (Thinking) | 48.8 |
| 5 | Gemini 2.5 Flash | 44.89 |
| 6 | Qwen 2.5 14B Instruct | 37.46 |
| 7 | Gemma 3 27B | 34.12 |
| 8 | Qwen 2.5 Coder 7B Instruct | 31.86 |
| 9 | GPT-4o Mini | 30.46 |
| 10 | Gemma 3 4B | 28.89 |
Interactive version: theaggregate.ai/benchmark?slug=text-to-sql-under-rbac-livesqlbench · How It Works · Data refreshed daily, snapshot 2026-10-04.