Product Fruits vs Pendo
Two of twelve models named Product Fruits first on the direct prompt; zero named Pendo. Product Fruits was named by seven of the twelve models and Pendo by eight and Product Fruits carries 12 labels and Pendo 18, so the shares are not directly comparable.
Named in two categories this edition.
Named in seven 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 in-app messaging and customer communications page.
By framing
Product FruitsFirst choices, of twelve modelsPendo
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 | | | | |
Product Fruits Pendo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Product Fruits on the left and Pendo on the right.The direct prompt
Product Fruits first, Pendo an alternative
2 of 12 modelsPendo was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 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
Product Fruits4%#8 of 12Pendo0%#11 of 12Product Fruits5%#5 of 15Pendo2%#8 of 15Pendo9%#3 of 13Product Fruits2%#– of 13What the models said about Product Fruits
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Product Fruits is the top pick for web-based SaaS, combining no-code in-app announcements with Flows” Claude Haiku 4.5 · comparative prompt · first choice
“Top Pick: Product Fruits ... is currently the top-rated specialist.” Qwen 3.7 Flash · direct prompt · first choice
“Product Fruits (Top Pick for B2B SaaS)” MiniMax M2.5 · direct prompt · first choice
What the models said about Pendo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Enterprise-focused at $15,000\u2013$140,000+/year. Overkill and cost-prohibitive for most mid-sized companies.” DeepSeek V4 Flash · paraphrase prompt · hard negative
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.