Medmarks - MedHallu Hard: leaderboard

The "MedHallu Hard" 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 2029. 89 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3 Pro (Preview)74.51#66
2Gemma 4 31B (IT)64.22#176
3Qwen 3.6 27B (Thinking)62.99#170 (Qwen 3.6 27B)
4Qwen 3.6 35B A3B (Thinking)62.26#226 (Qwen 3.6 35B A3B)
5GPT-5.1 (Medium)60.85#135 (GPT-5.1)
6Claude Sonnet 4.559.96#142
7Ling-flash-2.054.44#550
8Qwen 3.5 27B (Thinking)53.07#187 (Qwen 3.5 27B)
9Qwen 3.5 35B A3B (Thinking)52.96#256 (Qwen 3.5 35B A3B)
10Hermes 4 70B52#506
11GLM-4.7 FP851.99#209
12Qwen 3 235B A22B (Thinking)51.72#313 (Qwen 3 235B A22B)
13Granite 4.0 H Small50.86#665
14Hermes-4-14B50.76#751
15MedGemma-4B-IT50.37#853

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-hard · How It Works · Data refreshed daily, snapshot 2026-10-20.