Medmarks - MedHallu Medium: leaderboard

The "MedHallu Medium" 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)85.53#66
2Gemma 4 31B (IT)80.35#176
3Qwen 3.6 27B (Thinking)78.62#170 (Qwen 3.6 27B)
4Qwen 3.6 35B A3B (Thinking)75.32#226 (Qwen 3.6 35B A3B)
5GPT-5.1 (Medium)74.06#135 (GPT-5.1)
6Claude Sonnet 4.573.86#142
7Qwen 3.5 27B (Thinking)73.43#187 (Qwen 3.5 27B)
8Ling-flash-2.072.2#550
9Qwen 3.5 35B A3B (Thinking)72.03#256 (Qwen 3.5 35B A3B)
10Qwen 3 235B A22B (Thinking)66.67#313 (Qwen 3 235B A22B)
11GLM-4.7 FP866.49#209
12GPT-OSS-120B (High)66.45#341 (GPT-OSS-120B)
13GPT-OSS-20B (High)65.83#518 (GPT-OSS-20B)
14GPT-OSS-20B (Medium)63.16#518 (GPT-OSS-20B)
15Grok 462.63#181

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

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