aiXamine - Code Security: leaderboard
Metric: Service score (0-100; normalized pass rate). Source: arxiv.org. 42 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-OSS-120B | 80.1 |
| 2 | GPT-5 Mini | 79.7 |
| 3 | GPT-OSS-20B | 78.2 |
| 4 | DeepSeek R1 0528 | 77.1 |
| 5 | Gemma 4 26B A4B | 76.4 |
| 6 | Gemma 4 31B | 75.3 |
| 7 | Qwen 3.5 27B | 75 |
| 8 | Gemini 3 Flash (Preview) | 74.3 |
| 9 | Qwen 3.5 122B A10B | 74.1 |
| 10 | Qwen 3.5 9B | 73.2 |
| 11 | GPT-4o | 73.1 |
| 12 | Gemini 2.5 Flash | 72.2 |
| 13 | Claude 3.5 Haiku | 72.2 |
| 14 | Qwen 3.5 35B A3B | 72.1 |
| 15 | Grok 4.1 Fast | 72 |
Interactive version: theaggregate.ai/benchmark?slug=aixamine-code-security · How It Works · Data refreshed daily, snapshot 2026-09-19.