Google Analytics 4 vs Qualtrics
Zero of fourteen models named Google Analytics 4 first on the direct prompt; zero named Qualtrics. Google Analytics 4 was named by eight of the fourteen models and Qualtrics by eleven and Google Analytics 4 carries 10 labels and Qualtrics 13, so the shares are not directly comparable.
By Google, Mountain View, California, United States, founded 1998. Named in seventeen categories this edition.
Provo, United States, founded 2002. Named in six 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 audience and consumer insights platforms page.
By framing
Google Analytics 4First choices, of fourteen modelsQualtrics
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 | | |
Google Analytics 4 Qualtrics first choice named as an alternative argued againstblank: not namedEach cell is one answer, Google Analytics 4 on the left and Qualtrics on the right.The direct prompt
Neither was named
14 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
Google Analytics 48%#4 of 17Qualtrics0%#17 of 17Google Analytics 47%#4 of 11Qualtrics2%#6 of 11Qualtrics19%#2 of 14Google Analytics 40%#– of 14What 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.
“Multiple EU regulators ... have ruled it non-compliant for standard setups due to personal data flowing to the US without sufficient safeguards” Grok 4.1 Fast · negative prompt · hard negative
What the models said about Qualtrics
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: Enterprise tools like Qualtrics unless you have dedicated research staff—they're often overkill and overpriced” Kimi K2 · paraphrase prompt · hard negative
“Rather than recommending a single, bloated enterprise platform like Qualtrics (which can easily eat up $50k+ of your budget)” Gemini 3.5 Flash · paraphrase prompt · soft negative
“Move to Qualtrics only if you have the resources to run continuous, statistically rigorous experience research internally.” Muse Glimmer 30B · paraphrase prompt · soft negative
“I'd recommend Qualtrics as the strongest all-around consumer insights and audience research platform.” GPT-5.4 mini · paraphrase prompt · first choice
“Choose Qualtrics if you need structured, enterprise-grade feedback collection and CX management.” DeepSeek V4 Flash · comparative 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.