Amplitude vs Matomo
Zero of fourteen models named Amplitude first on the direct prompt; zero named Matomo. Both were named by all fourteen models and Amplitude carries 35 labels and Matomo 54, so the shares are not directly comparable.
United States. Named in nine categories this edition.
New Zealand, founded 2007. Named in seven categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the web analytics page.
By framing
AmplitudeFirst choices, of fourteen modelsMatomo
Across every category in the October 2026 Edition, Amplitude and Matomo were named in the same answer sixty-three times, of the 287 answers naming Amplitude and the 185 naming Matomo. In those answers Matomo took the first choice two times and Amplitude three.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | | | | |||
| Gemini 3.5 Flash | | | | |||
| Perplexity Sonar | | | | | ||
| Grok 4.1 Fast | | | | | | |
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | | | |
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | | | | |
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | | |
Amplitude Matomo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Amplitude on the left and Matomo on the right.The direct prompt
Neither was the first choice, one was named
10 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Amplitude8%#2 of 14Matomo2%#7 of 14Matomo2%#6 of 11Amplitude0%#7 of 11What the models said about Amplitude
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Product analytics tools like Amplitude, Mixpanel, and Heap are better for funnels, retention, and feature adoption, but they are not ideal substitutes for traditional website analytics.” Perplexity Sonar · negative prompt · soft negative
“Amplitude: "Most sophisticated behavioral analysis for mature organizations with 500+ employees and dedicated analytics engineering resources"” Kimi K2 · scale prompt · first choice
What the models said about Matomo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Self-Hosted Matomo - SECURITY VULNERABILITIES ... 126GB database allegedly sold on cybercrime forum” Kimi K2 · negative prompt · soft negative
“Verdict: Avoid the Self-Hosted Version in Europe” Qwen 3.7 Flash · negative prompt · soft negative
“privacy-focused / self-hosted alternatives such as Matomo, Fathom Analytics, Plausible and similar cookieless trackers are the ones repeatedly highlighted for 100% data ownership” Muse Glimmer 30B · negative prompt · first choice
“Safer alternatives (privacy-focused, often cookieless, self-hostable, EU-compliant): Matomo (open-source, full data ownership)” Grok 4.1 Fast · negative prompt · first choice
“Examples include platforms like Matomo, Fathom, Plausible, and others that prioritize privacy by design.” MiniMax M2.5 · negative prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.