DBLifeBench - Maintenance (Expert Assignment): leaderboard
The triage step of the DBLifeBench maintenance phase: the model reads database error logs and assigns the matching specialist expert, in the style of the DB-GPT framework; accuracy in percent, higher is better.
Metric: Assignment accuracy (%; the model reads database error logs and assigns the matching specialist expert, DB-GPT-style triage, 518 maintenance examples; temperature 0.3, top-p 0.2, SQLite). Source: arxiv.org. Saturation forecast: Estimated already saturated. 11 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-4o | 79.38 | #741 |
| 2 | GPT-4o Mini | 72.88 | #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-maintenance-expert-assignment · How It Works · Data refreshed daily, snapshot 2026-11-13.