StackAdapt vs Meta Ads
Four of fourteen models named StackAdapt first on the direct prompt; zero named Meta Ads. StackAdapt was named by fourteen of the fourteen models and Meta Ads by thirteen and StackAdapt carries 26 labels and Meta Ads 43, so the shares are not directly comparable.
Named in seven 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 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.
By framing
StackAdaptFirst choices, of fourteen modelsMeta 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 4.20 | | | | | | |
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | | | | ||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | | |||
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | | |
StackAdapt Meta Ads first choice named as an alternative argued againstblank: not namedEach cell is one answer, StackAdapt on the left and Meta Ads on the right.The direct prompt
StackAdapt first, Meta Ads not the choice
4 of 14 modelsMeta Ads was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 of 14 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 Ads15%#3 of 9StackAdapt2%#7 of 9StackAdapt22%#2 of 13Meta Ads8%#5 of 13StackAdapt0%#6 of 11Meta Ads0%#10 of 11What the models said about StackAdapt
No label in this category carried a quote.
What the models said about Meta Ads
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“YouTube Ads and Meta Ads are also mentioned as having some negative labels, but not to the same extent as X” Llama 4 Maverick · negative prompt · soft negative
“the best video advertising platforms are YouTube Ads (Google Ads) and Meta Ads (Facebook & Instagram)” Gemini 3.5 Flash · budget 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.