Google Analytics 4 vs Triple Whale
Zero of twelve models named Google Analytics 4 first on the direct prompt; zero named Triple Whale. Google Analytics 4 was named by twelve of the twelve models and Triple Whale by ten and Google Analytics 4 carries 25 labels and Triple Whale 29, so the shares are not directly comparable.
By Google Search, United States, founded 1997. Named in fourteen categories this edition.
Named in one category 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 attribution and marketing mix modeling page.
By framing
Google Analytics 4First choices, of twelve modelsTriple Whale
Across every category in the September 2026 Edition, Google Analytics 4 and Triple Whale were named in the same answer forty-one times, of the 274 answers naming Google Analytics 4 and the 79 naming Triple Whale. In those answers Triple Whale took the first choice one time and Google Analytics 4 seventeen.
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 | |
Google Analytics 4 Triple Whale first choice named as an alternative argued againstblank: not namedEach cell is one answer, Google Analytics 4 on the left and Triple Whale on the right.The direct prompt
Neither was named
12 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
Google Analytics 416%#2 of 18Triple Whale4%#7 of 18Google Analytics 412%#2 of 22Triple Whale4%#5 of 22Google Analytics 40%#– of 21Triple Whale0%#21 of 21What the models said about Google Analytics 4
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“the best starting point is Google Analytics 4 (GA4), which is completely free and provides solid data-driven marketing attribution” Grok 4.1 Fast · budget prompt · first choice
What the models said about Triple Whale
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“❌ Great for smaller e-commerce stores (Shopify-centric) but lack the deep econometrics and offline/macro modeling required” Gemini 3.5 Flash · scale prompt · hard negative
“140+ attribution incidents since February 2024, raising serious questions about data consistency and reliability” Mistral Small · negative prompt · hard negative
“Rockerbox, Triple Whale, Northbeam and similar credit-assigning tools face these common problems” GLM 4.7 FlashX · negative prompt · hard negative
“Choose Triple Whale if you run a Shopify/E-commerce store and want both MTA and MMM managed for you on a budget.” Gemini 3.5 Flash · budget prompt · first choice
“Triple Whale (free plan available) or Attribution App ($19/month)” Mistral Small · budget prompt · first choice
“Under $100/month: Start with free tiers (Triple Whale, Dreamdata)” 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.