YouTube Ads vs Meta Ads
One of twelve models named YouTube Ads first on the direct prompt; zero named Meta Ads. YouTube Ads was named by twelve of the twelve models and Meta Ads by eleven and YouTube Ads carries 41 labels and Meta Ads 28, so the shares are not directly comparable.
Named in two categories this edition.
By Meta Platforms, Menlo Park, United States, founded 2004. Named in six 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 advertising page.
By framing
YouTube AdsFirst choices, of twelve modelsMeta Ads
Across every category in the September 2026 Edition, YouTube Ads and Meta Ads were named in the same answer fifty-nine times, of the 102 answers naming YouTube Ads and the 170 naming Meta Ads. In those answers Meta Ads took the first choice thirteen times and YouTube Ads fifteen.
Every model, every framing
| 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 | | | |
YouTube Ads Meta Ads first choice named as an alternative argued againstblank: not namedEach cell is one answer, YouTube Ads on the left and Meta Ads on the right.The direct prompt
YouTube Ads first, Meta Ads not the choice
1 of 12 modelsMeta Ads was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
8 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 of 12 modelsThe answer made no first choice from these two in this category.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
Meta Ads21%#1 of 9YouTube Ads17%#2 of 9YouTube Ads17%#2 of 9Meta Ads11%#4 of 9YouTube Ads2%#6 of 10Meta Ads0%#9 of 10What the models said about YouTube Ads
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Brand Safety: Content classification issues, especially in sensitive categories” GLM 4.7 FlashX · negative prompt · hard negative
“recommends avoiding influencer and UGC channels on YouTube due to brand safety risks... brands have been advised to be cautious when advertising on the platform” Llama 4 Maverick · negative prompt · soft negative
“YouTube (when using GVP/non-premium inventory) ... While YouTube itself has better controls, the Video Partners network that runs alongside it is the major risk” Mistral Small · negative prompt · soft negative
“The Overall Winner: YouTube Ads (via Google Ads)... widely considered the best video advertising platform for companies on a tight budget” Gemini 3.5 Flash · budget prompt · first choice
“YouTube/Google Ads | Brand awareness, wide reach | Largest global reach, diverse ad formats, strong targeting across Google network” MiniMax M2.5 · comparative prompt · first choice
“Best for: Everything — awareness, consideration, and conversion on a single buy. Performance brands use it as their video anchor.” DeepSeek V4 Flash · comparative prompt · first choice
What the models said about Meta Ads
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Significant fraud problem: ... Meta earns approximately 10% of its revenue (~$16 billion) from scam ads” MiniMax M2.5 · negative prompt · hard negative
“Meta (Facebook & Instagram) and TikTok offer the best combination of low entry costs and high return on investment for most small businesses.” Qwen 3.7 Flash · budget prompt · first choice
“Meta (Facebook/Instagram) | Performance, e-commerce | Strong engagement, built-in creative tools, excellent for short-form video” MiniMax M2.5 · comparative 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.