PLSQLBench - Spider2 Single-Turn (Test): leaderboard
Mean test pass at one on 103 held-out single-turn schema-grounded Spider 2 tasks in PLSQLBench (2026), execution-based, in percent; higher is better.
Metric: Mean test pass@1 (%; the 103 held-out, database-disjoint single-turn tasks over enterprise-style Spider 2 schemas; direct generation of Oracle PL/SQL program units at temperature 0, executed on Oracle Autonomous Database 23ai; per-task fraction of unit tests passed by one solution, averaged over tasks). Source: arxiv.org. Saturation forecast: Around February 2027. 8 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.4 | 79.47 | #121 |
| 2 | Claude Opus 4.8 | 76.34 | #56 |
| 3 | Gemma 4 31B | 76.26 | #393 |
| 4 | GPT-5.6 Sol | 71.57 | #29 |
| 5 | GPT-5.4 Mini | 70.9 | #389 |
| 6 | Grok 4.3 | 66.98 | #332 |
| 7 | Llama 4 Maverick | 61.24 | #1105 |
| 8 | Gemini 2.5 Flash Lite | 60.94 | #958 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=plsqlbench-spider2-single-turn-test · How It Works · Data refreshed daily, snapshot 2026-11-12.