Ten of fourteen models named Navattic first on the direct prompt; one named Guideflow. Navattic was named by fourteen of the fourteen models and Guideflow by eleven and Navattic carries 66 labels and Guideflow 17, so the shares are not directly comparable.
Named in three categories this edition.
Named in twelve 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 Guideflow were named in the same answer thirty-eight times, of the 191 answers naming Navattic and the 78 naming Guideflow. In those answers Guideflow took the first choice three times and Navattic 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. 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. Three of three in this category shown.
“Guideflow is considered the easiest and most advanced demo automation platform” Llama 4 Maverick · direct prompt · first choice
“Guideflow is the only platform that covers both — interactive demos, demo pages, demo centers, sandboxes, live demos, and mobile demos in one tool” Muse Glimmer 30B · direct prompt · alternative
“Choose Guideflow if you need the broadest feature set (demo pages, centers, sandboxes, mobile) and want an all-in-one tool.” GLM 4.7 FlashX · direct 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.