One of fourteen models named YouTube Ads first on the direct prompt; zero named MNTN. YouTube Ads was named by fourteen of the fourteen models and MNTN by ten and YouTube Ads carries 46 labels and MNTN 15, so the shares are not directly comparable.
By YouTube, San Bruno, United States, founded 2005. 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 video advertising page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | MN | MN | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | MN | MN | ||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | MN | |||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | MN | |||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | MN | |||||
| 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. Six of eight in this category shown.
“major platforms like YouTube and Meta (Facebook/Instagram) have strict advertising policies. Violations can result in harsh penalties, such as ad account suspension.” Mistral Small · negative prompt · soft negative
“YouTube has faced brand safety scandals involving obscene comments on videos of children and major brands being shown alongside inappropriate content” Claude Haiku 4.5 · negative prompt · soft negative
“if you want broad reach and can support a somewhat higher ongoing test budget; one source suggests $500–1,000/month” Perplexity Sonar · budget prompt · soft negative
“YouTube allows you to set flexible budgets, often starting as low as $1–$5 per day, making it highly accessible for small budgets.” Mistral Small · budget prompt · first choice
“Best for: broad reach, intent-driven video, and strong measurement across YouTube, Google TV, and partner inventory.” GPT-5.4 mini · comparative prompt · first choice
“Best For: Full-funnel marketing, search-intent audiences, and reaching viewers on both mobile and TV screens.” Qwen 3.7 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“StackAdapt and MNTN are the best choices for dedicated CTV and online video advertising” Mistral Small · paraphrase prompt · first choice
“MNTN is built for brands that don't have in-house video production, with higher budget minimums and managed service overhead.” Claude Haiku 4.5 · comparative prompt · alternative
“have democratized CTV for growth marketers and SMBs by offering self-serve buying with budgets as low as $50/day” Gemini 3.5 Flash · comparative 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.