Ten of fourteen models named Navattic first on the direct prompt; zero named Walnut. Both were named by all fourteen models and Navattic carries 66 labels and Walnut 44, so the shares are not directly comparable.
Named in three categories this edition.
Named in two 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 interactive demo platforms page.
Across every category in the November 2026 Edition, Navattic and Walnut were named in the same answer 114 times, of the 191 answers naming Navattic and the 124 naming Walnut. In those answers Walnut took the first choice seven times and Navattic sixteen.
| 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. Six of eight in this category shown.
“Avoid for budgets: Enterprise-heavy options like Demostack, Reprise, Walnut, or Navattic” Grok 4.20 · budget prompt · hard negative
“Avoid tools that require a sales quote for any paid tier (Navattic, Walnut).” GLM 4.7 FlashX · budget prompt · hard negative
“Platforms like Navattic, Reprise, and Demostack are quote-only (no transparent pricing)... Navattic's pricing based on "conversations" and agent counts (hard to budget)” DeepSeek V4 Flash · negative prompt · soft negative
“Navattic and Storylane are often the best fits due to their balance of features, ease of use, and value for money.” Mistral Small · direct prompt · first choice
“Strong AI agents, sandbox environments, and deep Salesforce integration. Very popular for scaling personalized demos.” Qwen 3.7 Flash · scale prompt · first choice
“Navattic and Storylane are the top recommendations due to their flexibility, strong product tour features” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Usually not the budget pick: Walnut — its published entry plan starts at $575/month billed annually” GPT-5.4 mini · budget prompt · hard negative
“Avoid for budgets: Enterprise-heavy options like Demostack, Reprise, Walnut, or Navattic” Grok 4.20 · budget prompt · hard negative
“Avoid Walnut and Reprise for now unless you have complex enterprise needs” Kimi K2 · paraphrase prompt · hard negative
“requesting demos from 2–3 top fits like Storylane or Walnut to get a feel” Grok 4.20 · scale prompt · first choice
“Enterprise sales, complex demos | Walnut or Reprise | Advanced personalization, live demo environments” Kimi K2 · scale prompt · alternative
“Choose Walnut if you are a large enterprise requiring deep CRM integration and strict security protocols.” Qwen 3.7 Flash · comparative prompt · alternative
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.