Medmarks - MedCaseReasoning: leaderboard
The "MedCaseReasoning" subtask of Medmarks. Living medical-model benchmark spanning verifiable and open-ended clinical evaluation families with model/system comparisons.
Metric: Score (%). Source: medmarks.ai. Saturation forecast: Around August 2027. 12 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.2 (Medium) | 52.6 | #110 (GPT-5.2) |
| 2 | GPT-5.1 (Medium) | 48.6 | #135 (GPT-5.1) |
| 3 | Gemini 3 Pro (Preview) | 48 | #66 |
| 4 | GPT-OSS-120B (High) | 45.4 | #341 (GPT-OSS-120B) |
| 5 | Claude Sonnet 4.5 | 43 | #142 |
| 6 | GLM-4.7 FP8 | 42.6 | #209 |
| 7 | Qwen 3 235B A22B (Thinking) | 36.6 | #313 (Qwen 3 235B A22B) |
| 8 | GPT-OSS-20B (High) | 32.6 | #518 (GPT-OSS-20B) |
| 9 | Qwen 3 30B A3B (Thinking) | 29.4 | #493 (Qwen 3 30B A3B) |
| 10 | Qwen 3 8B (Thinking) | 21.4 | #674 (Qwen 3 8B) |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=medmarks-medcasereasoning · How It Works · Data refreshed daily, snapshot 2026-10-20.