DBLifeBench - Implementation: leaderboard
The implementation phase of DBLifeBench: a model turns a conceptual schema into SQL CREATE TABLE statements, which are executed and scored by table-level and field-level accuracy, averaged, in percent; higher is better.
Metric: DDL implementation accuracy (%; mean of table-level and field-level accuracy of the executed CREATE TABLE statements written from a conceptual schema; temperature 0.3, top-p 0.2, SQLite). Source: arxiv.org. Saturation forecast: Estimated already saturated. 10 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-4o | 81.53 | #741 |
| 2 | GPT-4o Mini | 75.17 | #1623 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=dblifebench-implementation · How It Works · Data refreshed daily, snapshot 2026-11-13.