Google Analytics 4 vs Measured
Zero of twelve models named Google Analytics 4 first on the direct prompt; zero named Measured. Google Analytics 4 was named by twelve of the twelve models and Measured by eleven and Google Analytics 4 carries 25 labels and Measured 24, 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 modelsMeasured
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 Measured first choice named as an alternative argued againstblank: not namedEach cell is one answer, Google Analytics 4 on the left and Measured on the right.The direct prompt
Neither was the first choice, one was named
2 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
10 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 18Measured0%#17 of 18Google Analytics 412%#2 of 22Measured4%#4 of 22Measured9%#4 of 21Google Analytics 40%#– 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 Measured
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Avoid for B2B mid-market: Enterprise heavies (Adobe Mix Modeler, Measured: custom/$50K+)” Grok 4.1 Fast · direct prompt · hard negative
“strong but more enterprise-oriented and stitched-together; pricing scales higher” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Tier 2 | Modern / SaaS-Enabled UMM & Causal MMM | Recast, Measured, Lifesight, Mutinex, LiftLab, Haus” Gemini 3.5 Flash · scale prompt · first choice
“Measured | Enterprise hybrid; causal MMM + MTA ... Finance-friendly; geo-holdouts.” Grok 4.1 Fast · scale prompt · first choice
“Measured | Incrementality-first, finance-friendly, enterprise integrations” Kimi K2 · scale 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.