Zero of fourteen models named Apple Search Ads first on the direct prompt; zero named Meta Advantage+ App Campaigns. Apple Search Ads was named by nine of the fourteen models and Meta Advantage+ App Campaigns by thirteen and Apple Search Ads carries 12 labels and Meta Advantage+ App Campaigns 20, so the shares are not directly comparable.
Named in two categories this edition.
By Meta Platforms, Menlo Park, United States, founded 2004. Named in one category 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 mobile apps page.
Across every category in the October 2026 Edition, Apple Search Ads and Meta Advantage+ App Campaigns were named in the same answer twenty-one times, of the 32 answers naming Apple Search Ads and the 38 naming Meta Advantage+ App Campaigns. In those answers Meta Advantage+ App Campaigns took the first choice two times and Apple Search Ads five.
| Model | DirectAS | ParaphraseAS | ComparativeAS | Budget-constrainedAS | Scale-constrainedAS | NegativeAS |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | AS | |||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | AS | AS | ||||
| Mistral Small | AS | |||||
| DeepSeek V4 Flash | AS | |||||
| Llama 4 Maverick | AS | |||||
| Qwen 3.7 Flash | AS | |||||
| Kimi K2 | AS | |||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | AS | AS | ||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“If you can spend a few hundred dollars, start with Apple Search Ads – you'll get high-intent users at the lowest average CPI.” MiniMax M2.5 · budget prompt · first choice
“Overall Best for Limited Budget: Apple Search Ads if iOS-focused (highest quality, lowest barrier).” Grok 4.1 Fast · budget prompt · first choice
“This is widely considered the best place to start for iOS apps. It requires very low minimum daily budgets” Qwen 3.7 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“warn against depending only on Google/Meta, or only one channel like Instagram ads, because platform changes can hurt performance” Perplexity Sonar · negative prompt · soft negative
“Self-attributing "walled garden"; critics argue they take too much credit for installs; attribution disputes are common” GLM 4.7 FlashX · negative prompt · soft negative
“Even major, reputable platforms (like Google and Meta) require careful configuration to avoid wasting your budget” Gemini 3.5 Flash · negative prompt · soft negative
“The best mobile app marketing platforms for a company with a limited budget are Meta Advantage+ App Campaigns and Google App Campaigns.” Llama 4 Maverick · budget prompt · first choice
“Meta Advantage+ App Campaigns and Google App Campaigns are the best mobile advertising apps for constrained budgets.” Muse Glimmer 30B · budget prompt · first choice
“the best mobile app marketing platforms are Meta Advantage+ App Campaigns and Google App Campaigns” Mistral Small · 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.