# Muninn: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 3 judge labels across 1 categories by 3 of 14 models. Page: https://it-ai-index.com/vendors/muninn/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Network detection and response | 0% | 26 | 0% | 3 |

## What the models said for it

- "highly scalable and cost-effective NDR solution with a cloud-native architecture" (Claude Haiku 4.5, NDR)
- "For SMEs wanting managed support: Muninn (device‑based pricing)" (GLM 4.7 FlashX, NDR)
- "Affordable alternative to Darktrace, Vectra, ExtraHop" (Kimi K2, NDR)

## What it publishes

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


## 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.