3 categories · RankedUmami
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Google Analytics 4 is first at 57%.
Google Analytics 4 is first at 55%.
Adobe Analytics is first at 35%.
Why models recommend it
“the best choice is usually Umami or Plausible”GPT-5.4 mini · Budget-constrained question · first choice
“If you want clean data without the complexity of GA4 or the privacy risks, Umami is a strong contender.”Qwen 3.7 Flash · Budget-constrained question · alternative
“start by evaluating Matomo self-hosted, Plausible, Fathom, Umami, or Cloudflare Web Analytics”Perplexity Sonar · Negative question · alternative
“Free/open-source self-hosted options (or cheap hosted tiers). Umami is minimalist and cookieless”Grok 4.20 · Budget-constrained question · alternative
What gives them pause
“Self-hosted platforms like Umami or Open Web Analytics come with added responsibilities, such as server maintenance”Claude Haiku 4.5 · Negative question · warning
Also on the shortlist
The products named in the same answers as Umami, over the 25 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 23 | 9 | Compare → | |
| 23 | 7 | Compare → | |
| 21 | 2 | View → | |
| 12 | 2 | Compare → | |
| 10 | 3 | View → | |
| 9 | 2 | Compare → | |
| 9 | 0 | View → | |
| 8 | 0 | Compare → | |
| 8 | 0 | Compare → | |
| 6 | 1 | View → |
What the models named instead of Umami →
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 23 of the 25 answers that named Umami and are not a share of its labels.
Domains cited
Sixty-nine of the sixty-nine domain citations in answers naming Umami came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |