# Wapiti: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/it/vendors/wapiti

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Dynamic application security testing](https://www.gane.ai/index/it/developer/dynamic-application-security-testing/index.md) | 0% | 26 | 20% | 5 |

## What the models said for it

- "The best free DAST tools in 2026 are ZAP, Nuclei, Nikto, and Wapiti" (Claude Haiku 4.5, DAST)
- "Wapiti | Free/Open Source | Simple vulnerability scanning" (MiniMax M2.5, DAST)

## And against it

- "Smaller feature set and community" (Grok 4.20, DAST)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Wapiti, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- safeguard.sh: 6
- github.com: 4
- aimultiple.com: 3
- appsecsanta.com: 3
- checkmarx.com: 3
- community.owasp.org: 3
- securityboulevard.com: 3
- support.secureframe.com: 3
- aikido.dev: 2
- augmentcode.com: 2

### Pages cited

- https://safeguard.sh/resources/blog/best-dast-tools-for-web-application-security-testing: 4
- https://safeguard.sh/resources/blog/dast-tools-list: 4
- https://aimultiple.com/free-dast-tools: 3
- https://appsecsanta.com/dast-tools: 3
- https://checkmarx.com/learn/dast/dast-tools-key-features-and-12-solutions-to-know-in-2026: 3
- https://community.owasp.org/Free_for_Open_Source_Application_Security_Tools: 3
- https://support.secureframe.com/en/articles/15111322-open-source-dast-or-sast-tools: 3
- https://aikido.dev/blog/top-dynamic-application-security-testing-dast-tools: 2

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.