Four of twelve models named Goldcast first on the direct prompt; one named GoTo Webinar. Goldcast was named by eleven of the twelve models and GoTo Webinar by twelve and Goldcast carries 20 labels and GoTo Webinar 35, so the shares are not directly comparable.
Named in three categories this edition.
By GoTo, Boston, United States, founded 2003. 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.
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Reviewers cite reliability and audio-lag issues... Widely considered overpriced” DeepSeek V4 Flash · 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
“Expensive for what you get... Poor support: Outsourced, unhelpful, long wait times” Kimi K2 · negative prompt · soft negative
“I'd recommend GoTo Webinar as the top choice.” Grok 4.1 Fast · paraphrase prompt · first choice
“1. GoToWebinar (Best Overall for Mid-Market)” Claude Haiku 4.5 · paraphrase prompt · first choice
“1. GoTo Webinar - Best Overall for B2B” GLM 4.7 FlashX · direct 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.