Amplitude vs Google Analytics 4
Five of twelve models named Amplitude first on the direct prompt; zero named Google Analytics 4. Both were named by all twelve models and Amplitude carries 62 labels and Google Analytics 4 23, so the shares are not directly comparable.
United States. Named in nine categories this edition.
By Google Search, United States, founded 1997. Named in fourteen categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 product analytics page.
By framing
AmplitudeFirst choices, of twelve modelsGoogle Analytics 4
Across every category in the September 2026 Edition, Amplitude and Google Analytics 4 were named in the same answer 102 times, of the 323 answers naming Amplitude and the 274 naming Google Analytics 4. In those answers Google Analytics 4 took the first choice nine times and Amplitude fourteen.
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 | | | | | | |
Amplitude Google Analytics 4 first choice named as an alternative argued againstblank: not namedEach cell is one answer, Amplitude on the left and Google Analytics 4 on the right.The direct prompt
Amplitude first, Google Analytics 4 not the choice
5 of 12 modelsGoogle Analytics 4 was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 12 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%#3 of 8Google Analytics 44%#5 of 8Amplitude30%#1 of 8Google Analytics 42%#6 of 8Amplitude49%#1 of 9Google Analytics 40%#9 of 9What the models said about Amplitude
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Consistently rated as the most expensive option at scale... A poor fit for cost-sensitive teams” Kimi K2 · negative prompt · hard negative
“Steep learning curve with reliance on technical expertise... Pricing is opaque in ways that create unpleasant surprises at scale” Claude Haiku 4.5 · negative prompt · soft negative
“Moderate Caution ... Teams prioritizing analytical depth → Amplitude (accept cloud-only, invest in taxonomy planning)” Qwen 3.7 Flash · negative prompt · soft negative
“Choose Amplitude if: You have a mature data culture, need the absolute deepest behavioral cohorting and predictive analytics available, and want built-in experimentation.” Gemini 3.5 Flash · scale prompt · first choice
“Some of the top product analytics tools include Amplitude, which is best for mid-size to enterprise teams focused on growth and optimization.” Llama 4 Maverick · direct prompt · first choice
“It is arguably the most robust tool for deep-dive analysis... Choose Amplitude if you have a complex product, big data volumes” Qwen 3.7 Flash · comparative prompt · first choice
What the models said about Google Analytics 4
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Avoid GA4 for EU-based products or if you need product-level insights (it's marketing-focused)” MiniMax M2.5 · negative prompt · hard negative
“Thin product analytics: Optimized for marketing/attribution rather than product behavior” Qwen 3.7 Flash · negative prompt · hard negative
“Not ideal for actual product analytics due to data sampling and cardinality thresholding” Llama 4 Maverick · negative prompt · hard negative
“For a tight budget, start with Google Analytics 4 (if web-focused) or Statsig (if you need product analytics beyond web tracking)” MiniMax M2.5 · budget 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.