# ImmuniWeb: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/immuniweb

## 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% | 31 | 0% | 3 |
| [Breach and attack simulation](https://www.gane.ai/index/it/security/breach-and-attack-simulation/index.md) | 0% | 66 | 0% | 1 |

## What the models said for it

- "Cobalt.io or ImmuniWeb. Continuous monitoring keeps costs lower than one massive annual test." (Qwen 3.7 Flash, PTaaS)
- "Combines AI with manual testing for web and mobile applications" (Mistral Small, PTaaS)

## 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 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |
| 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 ImmuniWeb, from 5 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- immuniweb.com: 4 (its own site)
- cloudsecuritypartners.com: 3
- softwaretestinghelp.com: 3
- andersenlab.com: 2
- bugcrowd.com: 2
- clutch.co: 2
- synack.com: 2
- techrepublic.com: 2
- versprite.com: 2
- accorian.com: 1

### Pages cited

- https://cloudsecuritypartners.com/blog/best-penetration-testing-companies: 3
- https://immuniweb.com/resources/top-penetration-testing-companies: 3
- https://softwaretestinghelp.com/penetration-testing-company: 3
- https://andersenlab.com/blueprint/top-15-penetration-testing-companies: 2
- https://clutch.co/it-services/cybersecurity/penetration-testing: 2
- https://techrepublic.com/article/best-penetration-testing-companies: 2
- https://versprite.com/resources/blog/best-penetration-testing-firms-compared-2026: 2
- https://accorian.com/top-5-penetration-testing-companies-in-the-usa: 1

## In its own words

What ImmuniWeb's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Application Security and Compliance Platform with CTEM (https://immuniweb.com/)
- For: companies (https://immuniweb.com/)
- Price stated: personalized quote with clearly defined costs and specific deliverables (https://www.immuniweb.com/compliance)
- Free plan or trial: Community Edition (https://immuniweb.com/)
- Certifications: CREST, ISO 9001, ISO 27001
- Customers named: Crédit Agricole next bank (Suisse) SA, eBay Classifieds Group, BDO, Haymarket Media, Inc., Swissquote Bank SA, University Hospitals of Geneva (HUG), Celgene, UNIRISC GROUP

## What it publishes

Every page immuniweb.com exposes, read 2026-09-29: 4080 addresses. By kind, pages and the last 90 days:

- blog: 283 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 71 pages, 0 in the last 90 days, latest undated
- conference or event: 76 pages, 0 in the last 90 days, latest undated
- report or ebook: 29 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 22 pages, 0 in the last 90 days, latest undated
- news or press: 127 pages, 0 in the last 90 days, latest undated

## 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.