Pendo vs Google Analytics 4
Two of twelve models named Pendo first on the direct prompt; zero named Google Analytics 4. Both were named by all twelve models and Pendo carries 45 labels and Google Analytics 4 23, so the shares are not directly comparable.
Named in seven 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
PendoFirst choices, of twelve modelsGoogle Analytics 4
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 | | | | | | |
Pendo Google Analytics 4 first choice named as an alternative argued againstblank: not namedEach cell is one answer, Pendo on the left and Google Analytics 4 on the right.The direct prompt
Pendo first, Google Analytics 4 not the choice
2 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
8 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 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
Pendo6%#4 of 8Google Analytics 44%#5 of 8Pendo31%#2 of 9Google Analytics 40%#9 of 9What the models said about Pendo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Secondary analytics depth ... Opaque enterprise pricing ... Analytics afterthought” Qwen 3.7 Flash · negative prompt · hard negative
“Pendo is an all-round product experience platform... a good fit for mid-to-enterprise companies” Llama 4 Maverick · paraphrase prompt · first choice
“If you need to improve activation and onboard new users effectively, choose Pendo.” Qwen 3.7 Flash · direct 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.