Seven of fourteen models named Livestorm first on the direct prompt; three named Goldcast. Livestorm was named by fourteen of the fourteen models and Goldcast by thirteen and Livestorm carries 54 labels and Goldcast 27, so the shares are not directly comparable.
Named in two categories 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 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, Livestorm and Goldcast were named in the same answer forty times, of the 143 answers naming Livestorm and the 83 naming Goldcast. In those answers Goldcast took the first choice six times and Livestorm ten.
| 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. Four of five in this category shown.
“Older reviews explicitly advise against subscribing.” Grok 4.20 · negative prompt · hard negative
“If I had to pick one for most mid-sized B2B companies, I'd recommend [Livestorm](https://livestorm.co) as your primary platform.” DeepSeek V4 Flash · paraphrase prompt · first choice
“Livestorm and Demio are the top recommendations due to their strong B2B features, ease of use, and scalability” Mistral Small · paraphrase prompt · first choice
“Livestorm stands out as the best overall webinar and virtual event platform for a mid-market B2B company” Grok 4.20 · 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.
“relatively new player in the market, and its pricing is not transparent” Llama 4 Maverick · negative prompt · soft negative
“My default pick would be Goldcast for a mid-sized B2B company” GPT-6 Luna · paraphrase prompt · first choice
“Goldcast — Best Overall for B2B Marketing & Growth” Gemini 3.5 Flash · paraphrase prompt · first choice
“Goldcast – *Best Overall for B2B Marketing Teams*” Gemini 3.5 Flash · 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.