HELM MedHELM - EHRSQL: leaderboard
HELM MedHELM EHRSQL task, generating executable SQL queries over electronic health records (execution accuracy).
Metric: EHRSQLExeAcc. Source: crfm.stanford.edu. Saturation forecast: Around 2028. 13 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-4o (2024-05-13) | 32 | #325 |
| 2 | O4 Mini (2025-04-16) | 29 | #179 |
| 3 | O3 Mini (2025-01-31) | 27.2 | #240 |
| 4 | GPT-5 | 23.3 | #98 |
| 5 | Gemini 2.5 Pro (Preview 05-06) | 21.3 | #147 |
| 6 | GPT-5 Mini (2025-08-07) | 19.3 | #172 |
| 7 | Gemini 2.0 Flash | 16.5 | #342 |
| 8 | Gemini 1.5 Pro (001) | 15.2 | #444 |
| 9 | Claude 3.5 Sonnet (20241022) | 14 | #291 |
| 10 | GPT-4o Mini (2024-07-18) | 11.2 | #558 |
| 11 | Claude 3.7 Sonnet (20250219) | 8.1 | #201 |
| 12 | DeepSeek R1 | 7.6 | #251 |
| 13 | Llama 3.3 70B Instruct | 7.4 | #534 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=helm-medhelm-ehrsql · How It Works · Data refreshed daily, snapshot 2026-10-20.