# Arctic Wolf: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 23 judge labels across 7 categories by 8 of 14 models. Page: https://www.gane.ai/index/it/vendors/arctic-wolf

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI SOC agents](https://www.gane.ai/index/it/security/ai-soc-agents/index.md) | 0% | 23 | 0% | 6 |
| [Network detection and response](https://www.gane.ai/index/it/security/network-detection-and-response/index.md) | 0% | 43 | 25% | 4 |
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 182 | 67% | 3 |
| [Identity threat detection and response](https://www.gane.ai/index/it/identity/identity-threat-detection-and-response/index.md) | 0% | 31 | 0% | 3 |
| [SIEM platforms](https://www.gane.ai/index/it/security/siem-platforms/index.md) | 0% | 19 | 0% | 3 |
| [Vulnerability management platforms](https://www.gane.ai/index/it/security/vulnerability-management-platforms/index.md) | 0% | 69 | 33% | 3 |
| [Extended detection and response](https://www.gane.ai/index/it/security/extended-detection-and-response/index.md) | 0% | 47 | 0% | 1 |

## What the models said for it

- "Arctic Wolf or Huntress: Offers fully managed security operations tailored specifically for mid-market budgets." (Gemini 3.5 Flash, SIEM)
- "Choose Huntress / Arctic Wolf / Cynet when you need a managed, human-led SOC" (Muse Glimmer 30B, ITDR)
- "MDR / Co-Managed Alternative | Arctic Wolf, Expel, Red Canary" (Gemini 3.5 Flash, SIEM)
- "4. Arctic Wolf — Best for established vendor with scale" (Claude Haiku 4.5, AI SOC agents)

## And against it

- "Reviews mention issues with Arctic Wolf's dashboard, reporting delays in resolving vulnerabilities." (Claude Haiku 4.5, Vuln management)
- "ideal if you lack in-house expertise, but it's a bigger commitment for very small budgets" (Grok 4.20, AI security)
- "although the managed-service cost may exceed a self-managed platform" (Perplexity Sonar, NDR)
- "may be pricier for very small companies" (MiniMax M2.5, AI security)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 1 | 1 | 2 |
| Grok 4.20 | 0 | 1 | 1 | 1 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 2 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 2 | 2 | 1 | 5 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 2 | 2 | 0 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named Arctic Wolf, from 62 of the 68 answers that named it (only the models that return a source list).

### Domains cited

- microsoft.com: 21
- g2.com: 19
- techrepublic.com: 19
- gane.ai/index: 15
- securityboulevard.com: 15
- stellarcyber.ai: 12
- sourceforge.net: 11
- startupstash.com: 11
- cybersecuritynews.com: 10
- peerspot.com: 10

### Pages cited

- https://techrepublic.com/article/best-ai-security-tools: 16
- https://g2.com/categories/network-detection-and-response-ndr/small-business: 10
- https://cotocus.com/blog/top-10-network-detection-and-response-ndr-tools-in-2025-features-pros-cons-comparison: 9
- https://microsoft.com/en-us/security/small-medium-business: 9
- https://ciopages.com/buyer-guides/network-detection-response: 8
- https://www.gane.ai/index/it/security/ai-security-platforms/smb: 8
- https://securityboulevard.com/2024/11/7-best-ai-cybersecurity-tools-for-your-company: 7
- https://startupstash.com/network-detection-and-response-ndr-tools: 7

## In its own words

What Arctic Wolf's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: The Leaders in Security Operations (https://arcticwolf.com/)
- For: security teams (https://arcticwolf.com/)
- Price stated: Flat, predictable pricing with no additional token costs. (https://arcticwolf.com/)
- Integrations claimed: 250 (https://arcticwolf.com/)
- Certifications: SOC 2 Type II, ISO 27001, TX-RAMP
- Customers named: BWT Alpine Formula One Team, Bethesda Health Group

## What it publishes

Every page arcticwolf.com exposes, read 2026-09-29: 4176 addresses. By kind, pages and the last 90 days:

- blog: 1240 pages, 60 in the last 90 days, latest 2026-09-25
- case study: 1 pages, 0 in the last 90 days, latest 2026-04-08
- webinar or virtual event: 3 pages, 0 in the last 90 days, latest 2026-04-09
- conference or event: 9 pages, 0 in the last 90 days, latest 2026-06-30
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 3 pages, 0 in the last 90 days, latest undated
- template or tool: 12 pages, 0 in the last 90 days, latest 2022-07-14
- glossary or explainer: 119 pages, 0 in the last 90 days, latest 2026-04-17
- podcast or video: 9 pages, 0 in the last 90 days, latest 2024-01-24
- news or press: 245 pages, 8 in the last 90 days, latest 2026-09-15
- Recent: 2026-09-25 blog: How aurora agentic soc is building next generation of soc analysts https://arcticwolf.com/resources/blog/how-aurora-agentic-soc-is-building-next-generation-of-soc-analysts
- Recent: 2026-09-25 blog: How the aurora agentic soc is building the next generation of soc analysts https://arcticwolf.com/resources/blog-uk/how-the-aurora-agentic-soc-is-building-the-next-generation-of-soc-analysts
- Recent: 2026-09-24 blog: Psychedelic stealer fake clickfix captcha targets ukraine https://arcticwolf.com/resources/blog/psychedelic-stealer-fake-clickfix-captcha-targets-ukraine
- Recent: 2026-09-17 blog: Engineered for trust how we built the ai trust engine https://arcticwolf.com/resources/blog/engineered-for-trust-how-we-built-the-ai-trust-engine
- Recent: 2026-09-17 blog: Your security team is stretched thin can ai return the hours https://arcticwolf.com/resources/blog/your-security-team-is-stretched-thin-can-ai-return-the-hours
- Recent: 2026-09-15 news or press: Arctic wolf launches aurora mdr connect https://arcticwolf.com/resources/press-releases/arctic-wolf-launches-aurora-mdr-connect

## 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.