MedPRESS - Conversation Failure Rate: leaderboard
Metric: Conversations with any unsafe agreement (%). Source: arxiv.org. 20 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 Mini | 50.3 |
| 2 | Llama 3.3 70B Instruct | 63.5 |
| 3 | Llama 3.1 70B Instruct | 71.2 |
| 4 | Llama 3.2 3B Instruct | 72.3 |
| 5 | GPT-OSS-120B (Low) | 78.3 |
| 6 | Llama 3.1 8B Instruct | 86.2 |
| 7 | MedGemma-27B-IT | 87.9 |
| 8 | MedGemma-4B-IT | 90.4 |
| 9 | Qwen 3 14B (Non-reasoning) | 90.5 |
| 10 | GPT-OSS-20B (Low) | 91.6 |
| 11 | Phi-4 Mini Instruct | 91.7 |
| 12 | Qwen 3 8B (Non-reasoning) | 92.9 |
| 13 | Qwen 3 32B (Non-reasoning) | 94.7 |
| 14 | DeepSeek V4 Flash (Non-reasoning) | 94.7 |
| 15 | Phi-4 | 94.9 |
Interactive version: theaggregate.ai/benchmark?slug=medpress-conversation-failure-rate · How It Works · Data refreshed daily, snapshot 2026-09-19.