# Red Siege: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/red-siege

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Penetration testing as a service](https://www.gane.ai/index/it/security/penetration-testing-as-a-service/index.md) | 0% | 102 | 0% | 1 |

## 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 | 1 | 0 | 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 | 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 Red Siege, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- objectstorage.us-ashburn-1.oraclecloud.com: 2
- pentestingproviders.com: 2
- reddit.com: 2
- stingrai.io: 2
- designrush.com: 1

### Pages cited

- https://objectstorage.us-ashburn-1.oraclecloud.com/n/idjn99rg9axo/b/it-services/o/com-nyc-listicle/phase3/pentest-services-for-small-business-111/.html: 2
- https://pentestingproviders.com/best/affordable-penetration-testing: 2
- https://reddit.com/r/cybersecurity/comments/1wuxwvi/pen_testing_for_very_small_business: 2
- https://stingrai.io/blog/best-penetration-testing-companies-small-businesses-2026: 2
- https://designrush.com/agency/cybersecurity/penetration-testing: 1
- https://reddit.com/r/SmallMSP/comments/1xf9897/what_pentest_companies_have_do_you_used: 1

## 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.