Three of fourteen models named Pendo first on the direct prompt; one named Appcues. Pendo was named by thirteen of the fourteen models and Appcues by twelve and Pendo carries 60 labels and Appcues 42, so the shares are not directly comparable.
Named in eleven 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 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 digital adoption and onboarding page.
Across every category in the October 2026 Edition, Pendo and Appcues were named in the same answer 158 times, of the 453 answers naming Pendo and the 239 naming Appcues. In those answers Appcues took the first choice nine times and Pendo fourteen.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Skip Pendo unless your product team desperately needs a deep "system of record" for product analytics” Gemini 3.5 Flash · paraphrase prompt · hard negative
“Platforms to Avoid for Mid-Market ... Pendo | Expensive (~$4,083/month median); steep learning curve” Kimi K2 · direct prompt · hard negative
“Avoid Pendo if your primary need is in-app guidance.” DeepSeek V4 Flash · negative prompt · hard negative
“I'd typically suggest starting with Appcues or Pendo depending on whether you prioritize simplicity (Appcues) or analytics-driven guidance (Pendo).” Claude Haiku 4.5 · paraphrase prompt · first choice
“I'd suggest starting with Pendo or Whatfix as they offer the best balance of features, pricing, and ease of use” MiniMax M2.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Avoid "Product-Led Growth" Onboarding Tools (e.g., Appcues, Userflow, Chameleon, Userpilot)” Gemini 3.5 Flash · negative prompt · hard negative
“$750/month for 1,000 MAUs - More expensive than UserGuiding but still accessible for growing companies” Kimi K2 · budget prompt · soft negative
“Appcues or UserGuiding - Appcues for fast, no-code onboarding flows in mid-market SaaS” Claude Haiku 4.5 · 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.