# Deloitte: how AI models rank it, November 2026

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

## 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% | 87 | 0% | 1 |
| [Penetration testing as a service](https://www.gane.ai/index/it/security/penetration-testing-as-a-service/index.md) | 0% | 112 | 100% | 1 |

## And against it

- "Large "Big 4" consulting firms are often overkill unless you are heavily regulated" (Qwen 3.7 Flash, 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 | 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 | 1 | 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 Deloitte, from 8 of the 12 answers that named it (only the models that return a source list).

### Domains cited

- ciopages.com: 3
- atlantsecurity.com: 2
- cloudsecuritypartners.com: 2
- clutch.co: 2
- cybersecuritynews.com: 2
- deepstrike.io: 2
- g2.com: 2
- mdrproviders.io: 2
- netragard.com: 2
- qualysec.com: 2

### Pages cited

- https://clutch.co/it-services/cybersecurity/penetration-testing: 2
- https://cybersecuritynews.com/best-mdr-services: 2
- https://g2.com/categories/managed-detection-and-response-mdr/enterprise: 2
- https://mdrproviders.io/providers/size/enterprise: 2
- https://softwaretestinghelp.com/penetration-testing-company: 2
- https://techrepublic.com/article/best-penetration-testing-companies: 2
- https://andersenlab.com/blueprint/top-15-penetration-testing-companies: 1
- https://atlantsecurity.com/blog/best-pentest-companies: 1

## In its own words

What Deloitte's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Discover industry insights and audit, tax, and consulting services that drive impact from Deloitte’s global network of member firms. (https://deloitte.com/)
- For: organizations (https://www.deloitte.com/nl/en/issues/transformation/pricing-excellence.html)

## What it publishes

Every page deloitte.com exposes, read 2026-09-29: 40925 addresses. By kind, pages and the last 90 days:

- blog: 8050 pages, 0 in the last 90 days, latest 2026-06-23
- case study: 899 pages, 4 in the last 90 days, latest 2026-09-15
- webinar or virtual event: 153 pages, 4 in the last 90 days, latest 2026-10-08
- conference or event: 666 pages, 21 in the last 90 days, latest 2026-11-30
- report or ebook: 1776 pages, 10 in the last 90 days, latest 2026-09-25
- comparison: 24 pages, 0 in the last 90 days, latest 2026-02-19
- template or tool: 12 pages, 0 in the last 90 days, latest 2024-02-08
- glossary or explainer: 11 pages, 0 in the last 90 days, latest 2026-05-14
- podcast or video: 439 pages, 2 in the last 90 days, latest 2026-09-25
- news or press: 1612 pages, 12 in the last 90 days, latest 2026-09-24
- Recent: 2026-11-30 conference or event: Aws reinvent https://www.deloitte.com/global/en/alliances/aws/events/aws-reinvent.html
- Recent: 2026-11-09 conference or event: Speakers https://www.deloitte.com/global/en/events/cop/speakers.html
- Recent: 2026-11-09 conference or event: Cop https://www.deloitte.com/global/en/events/cop.html
- Recent: 2026-11-03 conference or event: Smart city expo world congress https://www.deloitte.com/global/en/events/smart-city-expo-world-congress.html
- Recent: 2026-10-12 conference or event: Deloitte at warsaw security forum https://www.deloitte.com/global/en/events/deloitte-at-warsaw-security-forum.html
- Recent: 2026-10-12 conference or event: Speakers https://www.deloitte.com/global/en/events/deloitte-at-warsaw-security-forum/speakers.html

## 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.