CliniCARE-Bench - Over-Commitment Rate: leaderboard
Metric: Definitive verdicts on cases whose reference requires deferral (%; lower is better). Source: arxiv.org. 16 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini CLI + Gemini 3.1 Pro | 21.3 |
| 2 | Claude Code + Claude Sonnet 5 | 30.7 |
| 3 | Codex + GPT-5.6 Sol | 31.3 |
| 4 | Claude Code + Claude Opus 5 | 32 |
| 5 | Codex + GPT-5.4 | 36.7 |
| 6 | Gemini CLI + Gemini 3.6 Flash | 38 |
| 7 | Codex + GPT-5.5 | 38.7 |
| 8 | Codex + GPT-5.6 Luna | 39.3 |
| 9 | OpenCode + DeepSeek V4 Pro | 40.7 |
| 10 | Gemini CLI + Gemini 3.5 Flash | 42 |
Interactive version: theaggregate.ai/benchmark?slug=clinicare-bench-over-commitment-rate · How It Works · Data refreshed daily, snapshot 2026-09-19.