Wistia vs YouTube
Twelve of twelve models named Wistia first on the direct prompt; zero named YouTube. Both were named by all twelve models and Wistia carries 68 labels and YouTube 46, so the shares are not directly comparable.
Cambridge, United States, founded 2006. Named in two categories this edition.
San Bruno, United States, founded 2005. Named in four 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 video marketing and hosting page.
By framing
WistiaFirst choices, of twelve modelsYouTube
The direct prompt
Wistia first, YouTube not the choice
12 of 12 modelsYouTube was named in the answer but not as the choice, or not at all.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.
By buyer segment
What the models said about Wistia
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Wistia (with major caveats)... Per-video pricing model becomes extremely expensive... still considered one of the better options” Mistral Small · negative prompt · soft negative
“Excellent for leads/CRM but per-seat or per-video pricing explodes at scale (e.g., Wistia: $0.25/extra video)” Grok 4.1 Fast · negative prompt · soft negative
“Wistia recently hiked its prices significantly ... it is likely overkill for a startup budget.” Qwen 3.7 Flash · budget prompt · soft negative
“Best Overall for Marketing-Driven B2B ... for most mid-market B2B companies, Wistia provides the most comprehensive marketing automation and lead generation capabilities.” GLM 4.7 FlashX · direct prompt · first choice
“1. Wistia - Best for Marketing-Led Lead Generation ... Wistia provides superior marketing automation capabilities for teams with larger budgets.” Mistral Small · direct prompt · first choice
“Wistia – Best for Lead Generation & Marketing Automation ... Wistia or Vimeo for conversion-focused videos on your own site” Kimi K2 · comparative prompt · first choice
What the models said about YouTube
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 to Avoid or Use with Caution... 1. YouTube (for business marketing) Key Issues: Complete loss of control” Mistral Small · negative prompt · hard negative
“Avoid or Limit as Primary Hosts (High Risks for Marketing)... use it only as a complement, not your main host.” Grok 4.1 Fast · negative prompt · hard negative
“the main platforms to avoid or be cautious about are usually public/social platforms like YouTube” Perplexity Sonar · negative prompt · hard negative
“Start with YouTube if your primary goal is brand awareness and reaching new audiences. It's completely free and offers the widest distribution.” GLM 4.7 FlashX · budget prompt · first choice
“the best overall choice is usually YouTube if your main goal is reach and awareness, because it is free” Perplexity Sonar · budget prompt · first choice
“YouTube is the best starting point due to its cost (free), massive audience, and decent built-in tools” Claude Haiku 4.5 · budget 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.