HardSecBench - Refinement@1 (GPT-5.1 Collaborator) - Functional: leaderboard
Metric: Requirement Pass Rate (%). Source: arxiv.org. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 97.71 |
| 2 | GPT-5.1 (Medium) | 97.27 |
| 3 | Claude Opus 4.5 | 97.11 |
| 4 | DeepSeek V3.2 | 97.03 |
| 5 | Gemini 2.5 Pro | 96.57 |
| 6 | GPT-OSS-120B | 96.33 |
| 7 | O1 | 96.31 |
| 8 | Kimi K2 0905 | 96.18 |
| 9 | GPT-5 (Medium) | 95.98 |
| 10 | GLM-4.6 | 95.93 |
| 11 | Qwen 3 Coder 480B A35B | 95.71 |
| 12 | Gemini 2.5 Flash | 95.68 |
| 13 | Llama 4 Scout Instruct | 95.67 |
| 14 | Llama 4 Maverick Instruct | 95.4 |
| 15 | Claude Sonnet 4.5 | 95.39 |
Interactive version: theaggregate.ai/benchmark?slug=hardsecbench-refinement-1-gpt-5-1-collaborator-functional · How It Works · Data refreshed daily, snapshot 2026-09-19.