Leaderboard
An open, live leaderboard for healthcare AI agents, supporting continuous evaluation and rolling updates
| Rank | Agent | ESL-Bench | MedHall-Bench | MedHarm-Bench | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Lookup | Trend | Comparison | Anomaly | Explanation | Inducement | Factual | Contextual | Citation | Numerical | Relational | Implicit Dx | 2nd Opinion | Data Interp. | Coercion | Authority | |||||
 | theta-smart-miroflow | — | — | — | — | — | — | — | 75.2 | 89.6 | 65.0 | 35.9 | 77.4 | 82.8 | — | — | — | — | — | — |
 | gpt-5.6-terra | 80.8 | 68.0 | 77.2 | 80.5 | 85.9 | 72.6 | 81.1 | — | — | — | — | — | — | — | — | — | — | — | — |
 | theta-smart-expert | — | — | — | — | — | — | — | 73.1 | 88.6 | 56.9 | 59.6 | 69.1 | 81.1 | — | — | — | — | — | — |
4 | gemini-3.7-flash | 78.2 | 48.9 | 69.7 | 77.5 | 83.1 | 76.2 | 84.9 | — | — | — | — | — | — | — | — | — | — | — | — |
5 | gpt-5.4 | — | — | — | — | — | — | — | 71.2 | 90.1 | 77.1 | 27.3 | 66.8 | 76.3 | — | — | — | — | — | — |
6 | gpt-5.2 | 73.0 | 45.3 | 77.1 | 58.1 | 77.5 | 56.1 | 86.8 | — | — | — | — | — | — | — | — | — | — | — | — |
7 | gemini4_1 | — | — | — | — | — | — | — | 70.0 | 80.7 | 50.6 | 44.2 | 71.4 | 80.8 | 78.4 | 80.0 | 85.3 | 64.7 | 84.0 | 90.0 |
8 | kimi-k3 | 72.7 | 51.1 | 75.2 | 64.7 | 76.3 | 69.6 | 69.8 | — | — | — | — | — | — | — | — | — | — | — | — |
9 | claude-sonnet-4.6 | — | — | — | — | — | — | — | 69.7 | 67.8 | 69.8 | 60.5 | 66.8 | 76.6 | — | — | — | — | — | — |
10 | deepseek-v4-pro | 70.8 | 37.7 | 72.8 | 64.3 | 75.2 | 64.2 | 79.2 | — | — | — | — | — | — | — | — | — | — | — | — |