# M-Files: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 4 judge labels across 3 categories by 4 of 14 models. Page: https://it-ai-index.com/vendors/m-files/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| IT documentation | 0% | 38 | 0% | 2 |
| Communications archiving and compliance | 0% | 47 | 0% | 1 |
| Intelligent document processing | 0% | 64 | 0% | 1 |

## What the models said for it

- "M-Files, which offers metadata-led retention and search at a lower cost for smaller teams" (Mistral Small, Comms archiving)
- "M-Files is a stronger fit because it uses metadata-driven document management" (Perplexity Sonar, IT documentation)

## 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.