# PwC: 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/pwc

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 0% | 94 | 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 PwC, from 3 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- ciopages.com: 2
- andersenlab.com: 1
- atlantsecurity.com: 1
- bankinfosecurity.com: 1
- brightdefense.com: 1
- bugcrowd.com: 1
- cloudsecuritypartners.com: 1
- clutch.co: 1
- cognisys.co.uk: 1
- deepstrike.io: 1

### Pages cited

- https://andersenlab.com/blueprint/top-15-penetration-testing-companies: 1
- https://atlantsecurity.com/blog/it-security-companies: 1
- https://bankinfosecurity.com/safe-axio-kpmg-dominate-cyber-risk-quantification-rankings-a-28837: 1
- https://brightdefense.com/resources/best-vapt-companies: 1
- https://bugcrowd.com/wp-content/uploads/2023/12/ultimate-guide-penetration-testing.pdf: 1
- https://ciopages.com/articles/cyber-risk-quantification-providers: 1
- https://ciopages.com/buyer-guides/penetration-testing-as-a-service: 1
- https://cloudsecuritypartners.com/blog/best-penetration-testing-companies: 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.