OneSignal vs Userpilot
Zero of fourteen models named OneSignal first on the direct prompt; four named Userpilot. OneSignal was named by thirteen of the fourteen models and Userpilot by fourteen and OneSignal carries 34 labels and Userpilot 28, so the shares are not directly comparable.
By Q140701571, San Mateo, United States, founded 2011. Named in five categories this edition.
Named in eight 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 in-app messaging and customer communications page.
By framing
OneSignalFirst choices, of fourteen modelsUserpilot
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 4.20 | | | | | | |
| 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 | | | | |
OneSignal Userpilot first choice named as an alternative argued againstblank: not namedEach cell is one answer, OneSignal on the left and Userpilot on the right.The direct prompt
Userpilot first, OneSignal an alternative
4 of 14 modelsOneSignal was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 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
OneSignal18%#2 of 16Userpilot0%#8 of 16OneSignal15%#2 of 12Userpilot12%#3 of 12Userpilot2%#9 of 15OneSignal0%#15 of 15What the models said about OneSignal
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Grade D on some privacy rating sites. Suitable for non-sensitive apps but avoid for high-privacy needs.” Grok 4.20 · negative prompt · soft negative
“be cautious about OneSignal if impression-based pricing makes costs unpredictable” Perplexity Sonar · negative prompt · soft negative
What the models said about Userpilot
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Userpilot (for product-led growth) or Intercom (for combined support + messaging) are the strongest picks” DeepSeek V4 Flash · direct 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.