Four of fourteen models named Appcues first on the direct prompt; zero named Pendo. Both were named by all fourteen models and Appcues carries 35 labels and Pendo 27, so the shares are not directly comparable.
Named in seven categories this edition.
Named in eleven 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.
Across every category in the October 2026 Edition, Appcues and Pendo were named in the same answer 158 times, of the 239 answers naming Appcues and the 453 naming Pendo. In those answers Pendo took the first choice fourteen times and Appcues nine.
| 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. Two of two in this category shown.
“Appcues is widely considered the best all-around solution for mid-market B2B SaaS companies.” Qwen 3.7 Flash · direct prompt · first choice
“most comparisons list Appcues and Userpilot as the leading mid-market DAPs” Muse Glimmer 30B · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Avoid enterprise-heavy platforms like ... Pendo (which is better for large enterprises)” Kimi K2 · direct 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.