Medmarks - MedXpertQA Reasoning: leaderboard

The "MedXpertQA Reasoning" 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 January 2027. 89 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3 Pro (Preview)70.75#66
2Gemma 4 31B (IT)56.6#176
3Grok 445.57#181
4GPT-5.1 (Medium)45.5#135 (GPT-5.1)
5Qwen 3.5 27B (Thinking)44.37#187 (Qwen 3.5 27B)
6Qwen 3.5 35B A3B (Thinking)43.7#256 (Qwen 3.5 35B A3B)
7GLM-4.7 FP843.69#209
8Qwen 3.6 27B (Thinking)43.02#170 (Qwen 3.6 27B)
9GPT-5.2 (Medium)42.27#110 (GPT-5.2)
10Qwen 3.6 35B A3B (Thinking)41.82#226 (Qwen 3.6 35B A3B)
11Claude Sonnet 4.540.66#142
12GPT-OSS-120B (High)39.21#341 (GPT-OSS-120B)
13Qwen 3 235B A22B (Thinking)36.88#313 (Qwen 3 235B A22B)
14Muse Glimmer 30B (High)36.41#178 (Muse Glimmer 30B)
15GPT-OSS-120B (Medium)35.59#341 (GPT-OSS-120B)

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=medmarks-medxpertqa-reasoning · How It Works · Data refreshed daily, snapshot 2026-10-20.