Userpilot vs HelpHero
Eight of twelve models named Userpilot first on the direct prompt; zero named HelpHero. Userpilot was named by twelve of the twelve models and HelpHero by seven and Userpilot carries 41 labels and HelpHero 10, so the shares are not directly comparable.
Named in six 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 digital adoption and onboarding page.
By framing
UserpilotFirst choices, of twelve modelsHelpHero
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 | | | |
Userpilot HelpHero first choice named as an alternative argued againstblank: not namedEach cell is one answer, Userpilot on the left and HelpHero on the right.The direct prompt
Userpilot first, HelpHero not the choice
8 of 12 modelsHelpHero was named in the answer but not as the choice, or not at all.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
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
Userpilot11%#2 of 14HelpHero9%#3 of 14Userpilot29%#1 of 11HelpHero10%#4 of 11What the models said about Userpilot
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“If your product has a mobile version, you should avoid Userpilot” Gemini 3.5 Flash · negative prompt · hard negative
“Userpilot - Mid-market pricing ($249/mo) may be expensive for smaller teams” GLM 4.7 FlashX · negative prompt · soft negative
“some DAPs that are considered good options include: * Userpilot (affordable, no-code builder, precise targeting)” Llama 4 Maverick · negative prompt · first choice
“It is currently the most recommended for mid-market B2B SaaS teams looking to drive activation and retention.” Qwen 3.7 Flash · direct prompt · first choice
What the models said about HelpHero
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“HelpHero and UserGuiding are the strongest practical picks, with HelpHero appearing to be the cheapest option” Perplexity Sonar · budget prompt · first choice
“1. HelpHero - Best Overall Budget Option ... If budget is the primary concern: Go with HelpHero ($55/month)” GLM 4.7 FlashX · budget prompt · first choice
“For most small businesses, HelpHero offers the best balance of affordability and features” Mistral Small · 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.