Medmarks - PubHealthBench Reviewed: leaderboard

The "PubHealthBench Reviewed" 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: Estimated already saturated. 89 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3 Pro (Preview)94.82#66
2GPT-5.2 (Medium)94.08#110 (GPT-5.2)
3GPT-5.1 (Medium)93.6#135 (GPT-5.1)
4Gemma 4 31B (IT)93.11#176
5Qwen 3.6 27B (Thinking)91.93#170 (Qwen 3.6 27B)
6Grok 491.71#181
7Qwen 3.5 27B (Thinking)91.54#187 (Qwen 3.5 27B)
8Claude Sonnet 4.591.49#142
9Qwen 3.6 35B A3B (Thinking)91.01#226 (Qwen 3.6 35B A3B)
10GLM-4.7 FP890.7#209
11MiniMax-M2.190.61#289
12Qwen 3.5 35B A3B (Thinking)89.87#256 (Qwen 3.5 35B A3B)
13Muse Glimmer 30B (High)89.04#178 (Muse Glimmer 30B)
14GPT-OSS-120B (High)88.95#341 (GPT-OSS-120B)
15Muse Glimmer 30B (xHigh)88.68#178 (Muse Glimmer 30B)

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

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