MedProbeBench (Deep Research Agents): leaderboard
Metric: Overall score (x100): task-weighted composite of holistic quality and fine-grained evidence verification, for deep research agents on MedProbeBench: each system writes a complete clinical guideline for 50 WHO-classification tumor entities (one run per task), compared with the expert guideline; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Sonar Deep Research | 57.6 |
| 2 | O4 Mini Deep Research | 56.1 |
| 3 | Tongyi DeepResearch 30B A3B | 34.8 |
Interactive version: theaggregate.ai/benchmark?slug=medprobebench-deep-research-agents · How It Works · Data refreshed daily, snapshot 2026-10-07.