# Mandiant Advantage: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Digital risk protection](https://www.gane.ai/index/it/security/digital-risk-protection/index.md) | 0% | 107 | 50% | 2 |
| [Attack surface management](https://www.gane.ai/index/it/security/attack-surface-management/index.md) | 0% | 83 | 0% | 1 |

## What the models said for it

- "Exceptional threat actor attribution... Cons: Higher price point, enterprise-focused historically" (MiniMax M2.5, DRP)

## And against it

- "Mandiant Advantage starts around $10,000/year even for basic tiers." (Kimi K2, DRP)

## 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 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 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 Mandiant Advantage, from 8 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 5
- upguard.com: 5
- peerspot.com: 4
- breachsense.com: 3
- csoonline.com: 3
- cyble.com: 3
- gartner.com: 3
- github.com: 3
- ordr.net: 3
- zerofox.com: 3

### Pages cited

- https://ordr.net/blog/best-attack-surface-management-platforms: 3
- https://comparitech.com/net-admin/best-digital-risk-protection-platforms: 2
- https://csoonline.com/article/574797/9-attack-surface-discovery-and-management-tools.html: 2
- https://cyble.com/knowledge-hub/top-attack-surface-management-services: 2
- https://esecurityplanet.com/networks/attack-surface-management-tools: 2
- https://g2.com/categories/digital-risk-protection-drp-platforms/enterprise: 2
- https://github.com/ishandutta2007/Awesome-Digital-Risk-Protection: 2
- https://kuppingercole.com/research/lc80986/attack-surface-management: 2

## In its own words

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

- Customers named: University of California, Riverside, Dunelm, Lloyds Banking Group

## What it publishes

Every page mandiant.com exposes, read 2026-09-29: 7 addresses. By kind, pages and the last 90 days:

- conference or event: 1 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.