Video advertising · September 2026 Edition
Vibe.co vs LinkedIn Video Ads
Zero of twelve models named Vibe.co first on the direct prompt; two named LinkedIn Video Ads. Vibe.co was named by ten of the twelve models and LinkedIn Video Ads by eight and Vibe.co carries 28 labels and LinkedIn Video Ads 11, so the shares are not directly comparable.
Named in two categories this edition.
By LinkedIn, Sunnyvale, United States, founded 2002. Named in one category this edition.
First-choice share7%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%18%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 9; printed, not drawn.
Labels2811A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Vibe.co reading right to left. Rank and label count are printed, not drawn.YouTube Ads was named alongside these two in eight of the twelve direct answers. StackAdapt vs Vibe.co · StackAdapt vs LinkedIn Video Ads · YouTube Ads vs Vibe.co
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
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
Vibe.coFirst choices, of twelve modelsLinkedIn Video Ads
Direct02
Paraphrase30
Comparative10
Budget-constrained001 against LinkedIn Video Ads
Scale-constrained00
Negative001 against LinkedIn Video Ads
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
Every model, every framing
The seventy-two answers behind the chart above, one cell each: where Vibe.co and LinkedIn Video Ads stood in it.
| 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 | | |
Vibe.co LinkedIn Video Ads first choice named as an alternative argued againstblank: not namedEach cell is one answer, Vibe.co on the left and LinkedIn Video Ads on the right.The direct prompt
The plain question, one answer per model, grouped by where Vibe.co and LinkedIn Video Ads stood in it.
LinkedIn Video Ads first, Vibe.co not the choice
2 of 12 modelsVibe.co was named in the answer but not as the choice, or not at all.Mistral SmallLinkedIn Video Ads alternatives: Vidyard, Wistia, YouTube Ads
MiniMax M2.5LinkedIn Video Ads alternatives: Vidyard, Wistia
Neither was the first choice, one was named
4 of 12 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5StackAdapt alternatives: AdRoll ABM, MNTN, Vibe.co, YouTube Ads
Gemini 3.5 FlashLinkedIn Campaign Manager, YouTube Ads alternatives: MNTN, VISTY, Vibe.co
Perplexity SonarStackAdapt alternatives: Demandbase, LinkedIn Campaign Manager, Vibe.co
Llama 4 Maverickno first choice alternatives: Goldcast, Vibe.co
Neither was named
6 of 12 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniLinkedIn Campaign Manager alternatives: YouTube Ads
Grok 4.1 FastLinkedIn Campaign Manager alternatives: Demandbase CTV, YouTube Ads
DeepSeek V4 FlashLinkedIn Campaign Manager alternatives: StackAdapt, YouTube Ads
Qwen 3.7 FlashLinkedIn Campaign Manager, YouTube Ads via Google Video/PMax campaigns alternatives: Meta Ads, Reddit Ads
Kimi K2LinkedIn Campaign Manager alternatives: StackAdapt, YouTube Ads
GLM 4.7 FlashXLinkedIn Campaign Manager alternatives: Meta Ads, YouTube Ads
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
Vibe.co13%#3 of 9LinkedIn Video Ads13%#4 of 9Mid-marketThe figures above
Vibe.co leads by two points.
Vibe.co7%#5 of 9LinkedIn Video Ads4%#7 of 9Enterprise
Vibe.co leads by two points.
Vibe.co7%#4 of 10LinkedIn Video Ads5%#– of 10What the models said about Vibe.co
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“My strong recommendation: Start with Vibe.co for its B2B-specific features, account-based targeting capabilities, and mid-market pricing.” GLM 4.7 FlashX · paraphrase prompt · first choice
“Vibe.co is the top-rated self-serve option — 100% direct premium inventory, campaigns from $50/day, and built-in incrementality measurement.” Claude Haiku 4.5 · comparative prompt · first choice
“The Best for Pure Self-Serve & Low Budgets: Vibe.co ... is an outstanding entry point.” Gemini 3.5 Flash · paraphrase 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
Also compared
StackAdapt vs Vibe.coStackAdapt vs LinkedIn Video AdsYouTube Ads vs Vibe.coYouTube Ads vs LinkedIn Video AdsLinkedIn Campaign Manager vs Vibe.coLinkedIn Campaign Manager vs LinkedIn Video AdsMeta Ads vs Vibe.coMeta Ads vs LinkedIn Video AdsVibe.co vs TikTok AdsTikTok Ads vs LinkedIn Video AdsAll twenty-one head-to-head pages and the full video ads standing
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.