Three of fourteen models named Demio first on the direct prompt; one named Zoom Webinars. Demio was named by eleven of the fourteen models and Zoom Webinars by fourteen and Demio carries 41 labels and Zoom Webinars 71, so the shares are not directly comparable.
Named in one category this edition.
By Zoom, San Jose, United States, founded 2011. Named in four 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 webinar and virtual event platforms page.
Across every category in the November 2026 Edition, Demio and Zoom Webinars were named in the same answer ninety-seven times, of the 113 answers naming Demio and the 224 naming Zoom Webinars. In those answers Zoom Webinars took the first choice ten times and Demio thirty-four.
| 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 EasyWebinar, WebinarJam, Demio” GLM 4.7 FlashX · negative prompt · hard negative
“treat Demio/Crowdcast as marketing tools that need formal vendor risk, data residency and retention review rather than turnkey secure event platforms” Muse Glimmer 30B · negative prompt · soft negative
“Demio had isolated reports of locking data upon cancellation” Qwen 3.7 Flash · negative prompt · soft negative
“For most mid-market B2B companies, Demio offers the best balance of B2B-specific features, ease of use, and lead generation capabilities.” MiniMax M2.5 · direct prompt · first choice
“Best for: B2B marketing webinars and lead generation ... Clean, user-friendly experience; engagement data tied directly to leads” DeepSeek V4 Flash · comparative prompt · first choice
“Demio is widely considered the best all-around budget-friendly tool for small businesses because it charges a flat fee” Qwen 3.7 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Zoom's Events privacy statement says it may process data for legitimate interests including improving products, ensuring safety, and sending marketing communications/advertising related to events. That doesn't make it "bad," but it does mean you should be cautious” GPT-5.4 mini · negative prompt · soft negative
“Zoom Events/Webinars for marketing-heavy programs. It is strong for large live broadcasts, but registration pages, reminders, branding, and marketing analytics can be limited” Perplexity Sonar · negative prompt · soft negative
“marketing features (registration optimization, CRM sync, engagement analytics) are more limited than purpose-built webinar platforms” DeepSeek V4 Flash · direct prompt · soft negative
“Strengths: Extremely user-friendly, reliable HD video, polls, Q&A, chat, recording, large-scale (up to 10,000+), integrations” Grok 4.20 · comparative prompt · first choice
“For most mid-sized B2B companies, Zoom Webinar or Demio offer the best balance of features, reliability, and value.” GLM 4.7 FlashX · paraphrase prompt · first choice
“Zoom remains the de‑facto standard for reliable, high‑quality webinars and is a safe bet for most businesses.” MiniMax M2.5 · comparative 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.