# Netragard: 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/netragard

## 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% | 50 | 0% | 2 |

## What the models said for it

- "For high-stakes assurance: Choose expert-led firms like Netragard or Packetlabs for deep manual testing." (Kimi K2, 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 | 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 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| 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 Netragard, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- netragard.com: 8 (its own site)
- softwaretestinghelp.com: 4
- stingrai.io: 4
- techrepublic.com: 4
- atlantsecurity.com: 2
- clutch.co: 2
- hackernoon.com: 2
- kobalt.io: 2
- synack.com: 2
- aardwolfsecurity.com: 1

### Pages cited

- https://netragard.com/blog/best-penetration-testing-companies: 5
- https://techrepublic.com/article/best-penetration-testing-companies: 4
- https://softwaretestinghelp.com/penetration-testing-company: 3
- https://stingrai.io/blog/best-penetration-testing-companies-startups-2026: 3
- https://atlantsecurity.com/blog/best-pentest-companies: 2
- https://clutch.co/it-services/cybersecurity/penetration-testing: 2
- https://hackernoon.com/penetration-testing-companies-comparing-the-top-5-vendors: 2
- https://kobalt.io/pentest: 2

## In its own words

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

- Positioning: Penetration Testing Company (https://netragard.com/)
- For: organizations across Banking, Finance, Healthcare, Software, and other critical industries (https://netragard.com/)
- Free plan or trial: free retest (https://netragard.com/)

## What it publishes

Every page netragard.com exposes, read 2026-10-05: 316 addresses. By kind, pages and the last 90 days:

- blog: 140 pages, 9 in the last 90 days, latest 2026-09-28
- case study: 7 pages, 0 in the last 90 days, latest 2024-10-17
- conference or event: 1 pages, 0 in the last 90 days, latest 2012-02-13
- report or ebook: 4 pages, 0 in the last 90 days, latest 2026-01-28
- comparison: 3 pages, 0 in the last 90 days, latest 2026-05-12
- glossary or explainer: 6 pages, 1 in the last 90 days, latest 2026-07-23
- news or press: 8 pages, 0 in the last 90 days, latest 2026-01-28
- Recent: 2026-09-28 blog: Openai australian medicare ai breach https://netragard.com/blog/openai-australian-medicare-ai-breach
- Recent: 2026-09-24 blog: Typhon group 2026 gold certificate https://netragard.com/resources/cert-of-sec/typhon-group-2026-gold-certificate
- Recent: 2026-09-21 blog: Why ai driven attacks exploit the cybersecurity compliance gap https://netragard.com/blog/why-ai-driven-attacks-exploit-the-cybersecurity-compliance-gap
- Recent: 2026-09-11 blog: Are we forgetting basic security practices with ai https://netragard.com/blog/are-we-forgetting-basic-security-practices-with-ai
- Recent: 2026-08-26 blog: Types of penetration testing https://netragard.com/blog/types-of-penetration-testing
- Recent: 2026-08-21 blog: How to interpret penetration test results https://netragard.com/blog/how-to-interpret-penetration-test-results

## 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.