Four of twelve models named Demio first on the direct prompt; four named Goldcast. Demio was named by twelve of the twelve models and Goldcast by eleven and Demio carries 47 labels and Goldcast 20, so the shares are not directly comparable.
Named in one category this edition.
Named in three categories 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.
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. Four of five in this category shown.
“ON24 and Goldcast ... typically overkill and not transparent in cost for a mid-sized company” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Goldcast is widely considered the top tier choice for B2B marketing teams” Qwen 3.7 Flash · direct prompt · first choice
“🥇 Gold Standard: Goldcast ... Built specifically for B2B marketers” Mistral Small · direct prompt · first choice
“Goldcast: Best Overall for B2B Demand Gen & Marketing ROI” Gemini 3.5 Flash · paraphrase prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.