Meta Ads vs Smartly
Zero of fourteen models named Meta Ads first on the direct prompt; zero named Smartly. Meta Ads was named by twelve of the fourteen models and Smartly by twelve and both carry 20 labels, so the shares below are directly comparable.
By Meta Platforms, Menlo Park, United States, founded 2004. Named in seven categories this edition.
Named in three 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 search and social advertising platforms page.
By framing
Meta AdsFirst choices, of fourteen modelsSmartly
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 | | |||||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | |
Meta Ads Smartly first choice named as an alternative argued againstblank: not namedEach cell is one answer, Meta Ads on the left and Smartly on the right.The direct prompt
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
12 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
Smartly4%#4 of 9Meta Ads0%#– of 9What the models said about Meta Ads
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“the native platforms like Google Ads and Meta Ads Manager (covering Facebook and Instagram) are often the best starting point” Grok 4.1 Fast · budget prompt · first choice
What the models said about Smartly
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Smartly.io: Social-first (Meta/TikTok/LinkedIn) with AI creative; scales to search. Ideal for visual/brand campaigns.” Grok 4.1 Fast · scale 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.