HardSecBench - Refinement@5 (GPT-5.1 Collaborator) - Functional: leaderboard
Metric: Requirement Pass Rate (%). Source: arxiv.org. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | DeepSeek V3.2 | 99.26 |
| 2 | Gemini 3 Pro (Preview) | 99.08 |
| 3 | O1 | 98.97 |
| 4 | Claude Sonnet 4.5 | 98.88 |
| 5 | GPT-5 (Medium) | 98.82 |
| 6 | GLM-4.6 | 98.8 |
| 7 | GPT-5.1 (Medium) | 98.76 |
| 8 | Gemini 2.5 Flash | 98.75 |
| 9 | Gemini 2.5 Pro | 98.72 |
| 10 | Qwen 3 14B | 98.68 |
| 11 | Kimi K2 0905 | 98.59 |
| 12 | Qwen 3 Coder 480B A35B | 98.58 |
| 13 | GPT-OSS-120B | 98.43 |
| 14 | Llama 4 Scout Instruct | 98.2 |
| 15 | Qwen 3 Max | 98.11 |
Interactive version: theaggregate.ai/benchmark?slug=hardsecbench-refinement-5-gpt-5-1-collaborator-functional · How It Works · Data refreshed daily, snapshot 2026-09-19.