Triple Whale vs Google Meridian
Zero of twelve models named Triple Whale first on the direct prompt; zero named Google Meridian. Triple Whale was named by ten of the twelve models and Google Meridian by eleven and Triple Whale carries 29 labels and Google Meridian 36, so the shares are not directly comparable.
Named in one category this edition.
By Google Search, United States, founded 1997. 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
Triple WhaleFirst choices, of twelve modelsGoogle Meridian
Across every category in the September 2026 Edition, Triple Whale and Google Meridian were named in the same answer fifty-four times, of the 79 answers naming Triple Whale and the 92 naming Google Meridian. In those answers Google Meridian took the first choice two times and Triple Whale four.
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 | |
Triple Whale Google Meridian first choice named as an alternative argued againstblank: not namedEach cell is one answer, Triple Whale on the left and Google Meridian 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
Triple Whale4%#7 of 18Google Meridian4%#10 of 18Triple Whale4%#5 of 22Google Meridian3%#7 of 22Triple Whale0%#21 of 21Google Meridian0%#14 of 21What 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
What the models said about Google Meridian
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“free/open-source (GA4, Google Meridian: lacks B2B depth)” Grok 4.1 Fast · direct prompt · hard negative
“Meridian is statistical infrastructure, not a decision-making product. Requires a dedicated data science team to implement responsibly.” Kimi K2 · negative prompt · soft negative
“Google has tied internal sales KPIs to Meridian adoption \u2014 account teams are incentivized to push it” DeepSeek V4 Flash · negative prompt · soft negative
“Choose Meta Robyn or Google Meridian if you have basic R/Python skills and want high-end, enterprise-grade MMM completely free.” Gemini 3.5 Flash · budget prompt · first choice
“Use PyMC-Marketing or Google Meridian (both free)” DeepSeek V4 Flash · budget prompt · first choice
“open-source (Google Meridian, Meta Robyn — both free)... Meridian is a genuine modern option if you have Python/PyMC expertise” DeepSeek V4 Flash · scale prompt · alternative
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.