# SOOS: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/soos

## 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% | 32 | 0% | 2 |

## What the models said for it

- "For modern microservices/API-first apps: Consider StackHawk or SOOS." (Qwen 3.7 Flash, DAST)

## By model

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

## Sources returned with these answers

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

### Domains cited

- softwaretestinghelp.com: 6
- aimultiple.com: 5
- safeguard.sh: 5
- geekflare.com: 4
- comparitech.com: 3
- escape.tech: 3
- g2.com: 3
- gane.ai/index: 3
- aikido.dev: 2
- beaglesecurity.com: 2

### Pages cited

- https://softwaretestinghelp.com/dynamic-application-security-testing-dast-software: 6
- https://aimultiple.com/dast-tools: 5
- https://geekflare.com/cybersecurity/best-dast-scanners: 4
- https://comparitech.com/net-admin/dast-tools: 3
- https://escape.tech/blog/top-dast-tools: 3
- https://safeguard.sh/resources/blog/best-dast-tools-for-web-application-security-testing: 3
- https://safeguard.sh/resources/blog/dast-tools-list: 3
- https://aimultiple.com/free-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.