# Vectra AI: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 43 judge labels across 5 categories by 14 of 14 models. Page: https://it-ai-index.com/vendors/vectra-ai/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Network detection and response | 18% | 2 | 14% | 36 |
| AI security platforms | 0% | 56 | 0% | 3 |
| Identity threat detection and response | 0% | 43 | 0% | 2 |
| Managed detection and response | 0% | 63 | 0% | 1 |
| Threat intelligence platforms | 0% | 69 | 0% | 1 |

## What the models said for it

- "If your primary concern is catching hackers, insider threats, and lateral movement across your network, Vectra AI is highly recommended." (Gemini 3.5 Flash, NDR)
- "First choice: Vectra AI – It gives you the best "bang for the buck" regarding signal quality vs. analyst workload" (DeepSeek V4 Flash, NDR)
- "Very strong on signal-to-noise ratio and hybrid/cloud coverage; integrates exceptionally well with existing EDRs." (Gemini 3.5 Flash, NDR)
- "Vectra AI if you have a small security team and want the platform to do more of the prioritization for you." (GPT-5.4 mini, NDR)

## And against it

- "Options to Avoid on a Tight Budget - Darktrace, Vectra AI, ExtraHop" (DeepSeek V4 Flash, NDR)
- "No subscription fees, unlike commercial options like Vectra AI, Darktrace, or ExtraHop ($50K–$500K+/year)" (Grok 4.20, NDR)
- "High-end NDR platforms (like Darktrace or Vectra AI) are notoriously expensive, complex" (Gemini 3.5 Flash, NDR)
- "tend to be stronger but typically more expensive and more enterprise-oriented" (GPT-5.4 mini, NDR)

## In its own words

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

- Positioning: Calling all defenders! (https://www.vectra.ai/vectra-ai-cyber-cinema)
- For: defenders (https://www.vectra.ai/vectra-ai-cyber-cinema)
- Price stated: Vectra AI publishes its licensing model, not prices (https://www.vectra.ai/topics/vectra-ai-competitors)
- Certifications: FedRAMP High authorization
- Customers named: SFS Group

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.