Zero of fourteen models named Zoho Webinar first on the direct prompt; zero named WebinarJam. Zoho Webinar was named by nine of the fourteen models and WebinarJam by thirteen and Zoho Webinar carries 14 labels and WebinarJam 25, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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.
| 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 | ||||||
| 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. Four of five in this category shown.
“Zoho Meeting: Lag, blurry video, and audio problems” MiniMax M2.5 · negative prompt · soft negative
“Best overall for tight budgets ... If you want the absolute cheapest reliable option: Zoho Meeting” DeepSeek V4 Flash · budget prompt · first choice
“For very tight budgets, Zoho Meeting or Zoom's basic plan offer the best value.” MiniMax M2.5 · budget prompt · first choice
“Go with Zoho Webinar if you need to host webinars longer than 20 minutes” GLM 4.7 FlashX · budget 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.
“Contains high or critical access control vulnerabilities (research showed attackers could easily become a host)” GLM 4.7 FlashX · negative prompt · hard negative
“these simulated webinars can feel highly deceptive to audiences, which can damage your brand's trust” Gemini 3.5 Flash · negative prompt · hard negative
“WebinarJam holds notoriously low customer service scores (often hovering around 1.5/5 stars)” Gemini 3.5 Flash · negative prompt · hard negative
“The best webinar and virtual event platform for a company with a limited budget is WebinarJam.” Llama 4 Maverick · budget prompt · first choice
“Best budget pick for regular webinars: WebinarJam Starter” GPT-6 Luna · budget prompt · first choice
“For webinars specifically, consider platforms like Livestorm, Zoom Webinars, ON24, and WebinarJam” Llama 4 Maverick · scale 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.