Wiz Cyber Model Arena (Claude Code) - Websec.fr CTFs: leaderboard
Wiz Cyber Model Arena scores AI agents on offensive security challenges in four categories (code vulnerabilities, API security, Websec.fr CTFs, cloud security). This board is the percentage of Websec.fr web capture-the-flag challenges solved on the first attempt (pass@1) by models run in the Claude Code harness; higher is better.
Metric: Websec.fr CTFs challenges solved, pass@1 (%). Source: www.wiz.io. Saturation forecast: Not forecast. 25 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-6 Sol | 88.5 | #19 |
| 2 | Gemini 3.5 Flash | 81.6 | #66 |
| 3 | Claude Opus 5 | 81.6 | #16 |
| 4 | GPT-5.6 Sol | 79.3 | #22 |
| 5 | GPT-5.6 Terra | 79.3 | #40 |
| 6 | GPT-6.1 Sol | 79.3 | #7 |
| 7 | Claude Opus 4.8 | 74.7 | #39 |
| 8 | Gemini 3.7 Flash | 74.7 | #24 |
| 9 | GPT-6 Luna | 71.3 | #61 |
| 10 | GPT-6 Astra | 70.1 | #6 |
| 11 | Gemini 3.6 Flash | 69 | #57 |
| 12 | Claude Sonnet 5 | 67.8 | #65 |
| 13 | Gemini 4 Argon | 66.7 | #9 |
| 14 | GLM-5.3 | 65.5 | #44 |
| 15 | Grok 4.6 | 64.4 | #29 |
No result here: #10 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=wiz-cyber-model-arena-claude-code-websec-fr-ctfs · How It Works · Data refreshed daily, snapshot 2026-11-05.