Medical Chronology LLM Benchmark: leaderboard
Medical chronology extraction benchmark for building structured timelines from synthetic medical-legal records.
Metric: Composite Score (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 11 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 4.6 | 92.28 | #63 |
| 2 | Gemini 2.5 Flash | 91.19 | #245 |
| 3 | Claude Opus 4.5 | 91.1 | #83 |
| 4 | Gemini 3 Flash | 90.61 | #99 |
| 5 | GPT-5.4 Mini | 90.55 | #212 |
| 6 | Gemini 2.5 Pro | 89.81 | #152 |
| 7 | MiniMax-M2.5 | 89.48 | #303 |
| 8 | GPT-5.4 | 89.1 | #79 |
| 9 | GPT-5.4 Pro (xHigh) | 88.78 | #32 (GPT-5.4 Pro) |
| 10 | Gemini 3.1 Pro (Preview) | 88.19 | #58 |
| 11 | Qwen 3 235B A22B | 88.08 | #313 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=medical-chronology-llm-benchmark · How It Works · Data refreshed daily, snapshot 2026-10-20.