Zero of fourteen models named Google App Campaigns first on the direct prompt; zero named Meta Advantage+ App Campaigns. Google App Campaigns was named by thirteen of the fourteen models and Meta Advantage+ App Campaigns by thirteen and Google App Campaigns carries 19 labels and Meta Advantage+ App Campaigns 20, so the shares are not directly comparable.
By Google, Mountain View, California, United States, founded 1998. Named in one category 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, Google App Campaigns and Meta Advantage+ App Campaigns were named in the same answer twenty-nine times, of the 33 answers naming Google App Campaigns and the 38 naming Meta Advantage+ App Campaigns. In those answers Meta Advantage+ App Campaigns took the first choice one time and Google App Campaigns seven.
| 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 |
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. Four of five in this category shown.
“Google can spend a significant portion of your budget displaying your ads in free mobile games... Be sure to aggressively utilize negative placement exclusions.” 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
“Stick with well-established, transparent platforms like: Google App Campaigns (with Google's fraud protections)” DeepSeek V4 Flash · negative 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.