ClinTraceBench - Numeric Lab Retrieval: leaderboard
Metric: Accuracy (%; task T1, numeric lab retrieval: return a lab value given its name and date, 1,500 questions; full-context strategy: the whole multi-visit patient-clinician dialogue derived from MIMIC-IV records is given verbatim, models called through OpenRouter). Source: arxiv.org. Saturation forecast: Around December 2026. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 | 84.3 |
| 2 | Claude Haiku 4.5 | 81.2 |
| 3 | DeepSeek V3.1 | 80.6 |
| 4 | GPT-4o Mini | 78.1 |
Interactive version: theaggregate.ai/benchmark?slug=clintracebench-numeric-lab-retrieval · How It Works · Data refreshed daily, snapshot 2026-09-26.