# Malcolm: how AI models rank it, October 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| OT and IoT security | 0% | 44 | 0% | 1 |

## What the models said for it

- "Best for $0 Software Budget + Highly Technical Teams" (Gemini 3.5 Flash, OT/IoT security)

## In its own words

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

- Positioning: A powerful, easily deployable network traffic analysis tool suite for network security monitoring (https://malcolm.fyi/)

## What it publishes

Every page malcolm.fyi exposes, read 2026-10-05: 73 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.