DBLifeBench - Implementation: leaderboard

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

#ModelScore
1GPT-4o81.53
2GPT-4o Mini75.17

Interactive version: theaggregate.ai/benchmark?slug=dblifebench-implementation · How It Works · Data refreshed daily, snapshot 2026-09-29.