Meta Ads vs LinkedIn Video Ads
Zero of twelve models named Meta Ads first on the direct prompt; two named LinkedIn Video Ads. Meta Ads was named by eleven of the twelve models and LinkedIn Video Ads by eight and Meta Ads carries 28 labels and LinkedIn Video Ads 11, so the shares are not directly comparable.
By Meta Platforms, Menlo Park, United States, founded 2004. Named in six categories this edition.
By LinkedIn, Sunnyvale, United States, founded 2002. 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 video advertising page.
By framing
Meta AdsFirst choices, of twelve modelsLinkedIn Video Ads
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 | | | |
Meta Ads LinkedIn Video Ads first choice named as an alternative argued againstblank: not namedEach cell is one answer, Meta Ads on the left and LinkedIn Video Ads on the right.The direct prompt
LinkedIn Video Ads first, Meta Ads not the choice
2 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
2 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
8 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 9LinkedIn Video Ads13%#4 of 9Meta Ads11%#4 of 9LinkedIn Video Ads4%#7 of 9LinkedIn Video Ads5%#– of 10Meta Ads0%#9 of 10What 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
What the models said about LinkedIn Video Ads
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“While generally pricier, it can be cost-effective for B2B companies with targeted campaigns.” Claude Haiku 4.5 · budget prompt · soft negative
“Not Ideal for Video-First Strategies” Qwen 3.7 Flash · negative prompt · soft negative
“Primary: LinkedIn Video Ads for paid advertising (best ROI for B2B)” Mistral Small · direct prompt · first choice
“I'd recommend starting with LinkedIn Video Ads for distribution” MiniMax M2.5 · direct prompt · first choice
“LinkedIn Video Ads for professional targeting and lead generation” Mistral Small · paraphrase 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.