Four of twelve models named Demio first on the direct prompt; zero named ON24. Both were named by all twelve models and Demio carries 47 labels and ON24 37, so the shares are not directly comparable.
Named in one category this edition.
San Francisco, United States, founded 1998. Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 September 2026 Edition, Demio and ON24 were named in the same answer fifty-nine times, of the 118 answers naming Demio and the 108 naming ON24. In those answers ON24 took the first choice five times and Demio fifteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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.
“Platforms with poor reliability scores (Demio, BrightTALK)” GLM 4.7 FlashX · negative prompt · hard negative
“Most webinar platforms (like GoToWebinar or Demio) use tiered pricing, meaning the more people register for your webinars, the more you have to pay.” Gemini 3.5 Flash · budget prompt · soft negative
“attractive interface, but reported audio/connection issues, tricky HubSpot integration, and data export lockout after cancellation” DeepSeek V4 Flash · negative prompt · soft negative
“I'd recommend starting with Demio if budget is a consideration, or Goldcast if webinar quality and brand presentation are critical” Kimi K2 · paraphrase prompt · first choice
“I'd recommend starting with WebinarGeek or Demio as they offer the best balance of features, pricing, and ease of use” GLM 4.7 FlashX · paraphrase prompt · first choice
“I'd recommend starting with Demio for its balance of affordability, ROI tracking, and ease of use” MiniMax M2.5 · direct 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.
“What to avoid for this use case- ON24 and Goldcast are powerful, but they're sales-quoted, enterprise-priced” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Avoid Unless Specific Need: ON24: Enterprise-focused, $10K+/year minimum, overkill for mid-market” Kimi K2 · direct prompt · hard negative
“you likely do not have the massive budget or the dedicated five-person IT production team required to run complex enterprise suites like ON24 or Cvent” Gemini 3.5 Flash · paraphrase prompt · soft negative
“I'd generally recommend ON24 if webinars and virtual events are a core part of your marketing and sales funnel” GPT-5.4 mini · paraphrase prompt · first choice
“Best for: Mid-to-enterprise B2B marketing teams... Where it struggles: Expensive, complex to set up, and can be overkill for smaller companies.” Gemini 3.5 Flash · comparative prompt · alternative
“Choose BigMarker or ON24 if you're running large-scale, highly controlled, analytics-heavy enterprise events” Perplexity Sonar · paraphrase 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.