One of fourteen models named Pendo first on the direct prompt; zero named Appcues. Both were named by all fourteen models and Pendo carries 66 labels and Appcues 47, so the shares are not directly comparable.
Named in eleven 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 digital adoption and onboarding page.
Across every category in the November 2026 Edition, Pendo and Appcues were named in the same answer 166 times, of the 475 answers naming Pendo and the 231 naming Appcues. In those answers Appcues took the first choice eight times and Pendo thirteen.
| 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. Four of five in this category shown.
“Tools I'd Skip for Mid-Sized B2B: Pendo | Heavy enterprise focus; expensive; complex for mid-market needs” Kimi K2 · paraphrase prompt · hard negative
“Why you should avoid the "Enterprise" Giants ... Pendo ... often overkill for a mid-sized company” GLM 4.7 FlashX · paraphrase prompt · hard negative
“Platforms with Significant Issues ... Pendo Major red flags: - Extremely expensive” GLM 4.7 FlashX · negative prompt · hard negative
“with Pendo being the only one pairing enterprise governance and security with product analytics” Claude Haiku 4.5 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Appcues if your user count may grow quickly or budget is tight | G2 reviews include concerns about costs scaling with monthly active users.” GPT-6 Luna · negative prompt · soft negative
“Appcues, Chameleon | Best suited for customer-facing web applications rather than internal enterprise software adoption.” Gemini 3.5 Flash · scale prompt · soft negative
“criticized in Reddit/UX discussions for overemphasizing metrics/tracking ... pricing may not suit very small teams” Grok 4.20 · negative prompt · soft negative
“Appcues is the strongest choice for most mid-market companies.” Claude Haiku 4.5 · paraphrase 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.