# Vectra: 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/vectra

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Extended detection and response](https://www.gane.ai/index/it/security/extended-detection-and-response/index.md) | 0% | 44 | 0% | 1 |
| [Insider risk management](https://www.gane.ai/index/it/security/insider-risk-management/index.md) | 0% | 75 | 0% | 1 |

## What the models said for it

- "An open/XDR aggregator (e.g., Vectra, Exabeam, or Elastic) if you have a heterogeneous security stack." (Kimi K2, XDR)

## 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 | 1 | 0 | 0 | 1 |
| 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 Vectra, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- expertinsights.com: 2
- trustradius.com: 2
- apps.dtic.mil: 1
- cisco.com: 1
- cloud.google.com: 1
- corelight.com: 1
- crowdstrike.com: 1
- drivelock.com: 1
- elastic.co: 1
- eset.com: 1

### Pages cited

- https://apps.dtic.mil/sti/pdfs/AD1184317.pdf: 1
- https://cisco.com/c/en_in/products/collateral/security/xdr/xdr-buyer-guide.pdf: 1
- https://cloud.google.com/security/resources/insights/what-xdr: 1
- https://corelight.com/resources/glossary/xdr-strategy: 1
- https://crowdstrike.com/en-us/cybersecurity-101/identity-security/insider-threat-indicators: 1
- https://drivelock.com/en/blog/xdr-edr-und-mdr-im-vergleich: 1
- https://elastic.co/pdf/idc-2025-xdr-marketscape-vendor-assessment.pdf: 1
- https://eset.com/fileadmin/ESET/INT/B2B_Resource_centrum/Whitepapers/buyers-guide-xdr-pages.pdf: 1

## In its own words

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

- Positioning: AI-native security and observability platform (https://vectra.ai/)
- For: security teams (https://vectra.ai/)
- Customers named: Blackstone, KPMG, American University, MAIRE, The Texas A&M University System, Fenaco Informatik, ED&F Man Holdings Ltd.

## What it publishes

Every page vectra.ai exposes, read 2026-10-05: 9069 addresses. By kind, pages and the last 90 days:

- blog: 3996 pages, 49 in the last 90 days, latest 2026-10-05
- case study: 7 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 66 pages, 10 in the last 90 days, latest 2026-12-10
- conference or event: 126 pages, 0 in the last 90 days, latest 2026-06-09
- report or ebook: 39 pages, 1 in the last 90 days, latest 2026-08-17
- comparison: 49 pages, 7 in the last 90 days, latest 2026-08-17
- template or tool: 4 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 25 pages, 2 in the last 90 days, latest 2026-08-12
- news or press: 1595 pages, 10 in the last 90 days, latest 2026-09-17
- Recent: 2026-12-10 webinar or virtual event: Blue team workshop france https://www.vectra.ai/webinars/blue-team-workshop-france
- Recent: 2026-10-28 webinar or virtual event: Blue team workshop ai assisted investigations https://www.vectra.ai/webinars/blue-team-workshop-ai-assisted-investigations
- Recent: 2026-10-22 webinar or virtual event: Blue team workshop italiano https://www.vectra.ai/webinars/blue-team-workshop-italiano
- Recent: 2026-10-15 webinar or virtual event: Attack labs hunt club defenders month https://www.vectra.ai/webinars/attack-labs-hunt-club-defenders-month
- Recent: 2026-10-05 blog: Frontier ai built without brakes https://www.vectra.ai/resources/frontier-ai-built-without-brakes
- Recent: 2026-10-02 blog: Defending at ai speed https://www.vectra.ai/blog/defending-at-ai-speed

## 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.