HELM MedHELM - EHRSQL — leaderboard
Metric: EHRSQLExeAcc. Source: crfm.stanford.edu. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4o (2024-05-13) | 32 |
| 2 | O4 Mini (2025-04-16) | 29 |
| 3 | O3 Mini (2025-01-31) | 27.2 |
| 4 | GPT-5 (2025-08-07) | 23.3 |
| 5 | Gemini 2.5 Pro (Preview 05-06) | 21.3 |
| 6 | GPT-5 Mini (2025-08-07) | 19.3 |
| 7 | Gemini 2.0 Flash | 16.5 |
| 8 | Gemini 1.5 Pro (001) | 15.2 |
| 9 | Claude 3.5 Sonnet (20241022) | 14 |
| 10 | GPT-4o Mini (2024-07-18) | 11.2 |
| 11 | Claude 3.7 Sonnet (20250219) | 8.1 |
| 12 | DeepSeek R1 | 7.6 |
Interactive version: theaggregate.ai/benchmark?slug=helm-medhelm-ehrsql · How the rankings work · Data refreshed daily, snapshot 2026-07-22.