HardSecBench - Refinement@1 (GPT-5.1 Collaborator) - Security: leaderboard
Metric: Requirement Pass Rate (%). Source: arxiv.org. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 46.11 |
| 2 | GPT-5.1 (Medium) | 45.76 |
| 3 | Gemini 2.5 Pro | 44.56 |
| 4 | Llama 4 Maverick Instruct | 44.38 |
| 5 | GPT-5 (Medium) | 42.96 |
| 6 | Claude Opus 4.5 | 42.91 |
| 7 | GLM-4.6 | 42.89 |
| 8 | DeepSeek V3.2 | 42.42 |
| 9 | O1 | 41.66 |
| 10 | GPT-OSS-120B | 40.73 |
| 11 | Llama 4 Scout Instruct | 40.66 |
| 12 | Qwen 3 14B | 40.57 |
| 13 | Qwen 3 Coder 480B A35B | 39.74 |
| 14 | Kimi K2 0905 | 39.09 |
| 15 | Claude Sonnet 4.5 | 38.68 |
Interactive version: theaggregate.ai/benchmark?slug=hardsecbench-refinement-1-gpt-5-1-collaborator-security · How It Works · Data refreshed daily, snapshot 2026-09-19.