HardSecBench - Refinement@5 (GPT-5.1 Collaborator) - Security: leaderboard
Metric: Requirement Pass Rate (%). Source: arxiv.org. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.1 (Medium) | 53.88 |
| 2 | Gemini 3 Pro (Preview) | 52.49 |
| 3 | Gemini 2.5 Pro | 51.51 |
| 4 | GLM-4.6 | 51.1 |
| 5 | Qwen 3 14B | 50.42 |
| 6 | GPT-5 (Medium) | 50.42 |
| 7 | Llama 4 Maverick Instruct | 50.28 |
| 8 | O1 | 49.66 |
| 9 | DeepSeek V3.2 | 49 |
| 10 | Llama 4 Scout Instruct | 46.84 |
| 11 | GPT-OSS-120B | 46.21 |
| 12 | Qwen 3 Coder 480B A35B | 45.81 |
| 13 | Claude Opus 4.5 | 45.66 |
| 14 | Claude Sonnet 4.5 | 45.07 |
| 15 | Kimi K2 0905 | 45.03 |
Interactive version: theaggregate.ai/benchmark?slug=hardsecbench-refinement-5-gpt-5-1-collaborator-security · How It Works · Data refreshed daily, snapshot 2026-09-19.