# Umami: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 7 judge labels across 1 categories by 6 of 14 models. Page: https://gtm-ai-index.com/vendors/umami/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Web analytics | 0% | 20 | 0% | 7 |

## What the models said for it

- "privacy-first alternatives such as Plausible, Matomo, Fathom, Umami, or Cloudflare Web Analytics instead" (Perplexity Sonar, Web analytics)
- "Zero budget + privacy + no setup → Cloudflare Web Analytics or Umami Hobby plan." (Muse Glimmer 30B, Web analytics)
- "Fathom, Umami, and Twipla are highly recommended alternatives" (Gemini 3.5 Flash, Web analytics)
- "A modern, open-source, and incredibly fast alternative to GA4" (Gemini 3.5 Flash, Web analytics)

## Record

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