Mobile apps · September 2026 Edition
Meta Advantage+ App Campaigns vs Braze
Zero of twelve models named Meta Advantage+ App Campaigns first on the direct prompt; two named Braze. Meta Advantage+ App Campaigns was named by eleven of the twelve models and Braze by twelve and Meta Advantage+ App Campaigns carries 20 labels and Braze 34, so the shares are not directly comparable.
By Meta Platforms, Menlo Park, United States, founded 2004. Named in one category this edition.
New York City, United States, founded 2011. Named in ten categories this edition.
First-choice share15%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%24%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 16; printed, not drawn.
Labels2034A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Meta Advantage+ App Campaigns reading right to left. Rank and label count are printed, not drawn.Meta Advantage+ App Campaigns vs Customer.io · Meta Advantage+ App Campaigns vs CleverTap · Meta Advantage+ App Campaigns vs OneSignal
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 mobile apps page.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
Meta Advantage+ App CampaignsFirst choices, of twelve modelsBraze
Direct022 against Braze
Paraphrase024 against Braze
Comparative021 against Braze
Budget-constrained701 against Braze
Scale-constrained00
Negative202 against Meta Advantage+ App Campaigns
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 Meta Advantage+ App Campaigns and Braze 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 | | | |
Meta Advantage+ App Campaigns Braze first choice named as an alternative argued againstblank: not namedEach cell is one answer, Meta Advantage+ App Campaigns on the left and Braze on the right.The direct prompt
The plain question, one answer per model, grouped by where Meta Advantage+ App Campaigns and Braze stood in it.
Braze first, Meta Advantage+ App Campaigns not the choice
2 of 12 modelsMeta Advantage+ App Campaigns was named in the answer but not as the choice, or not at all.GPT-5.4 miniBraze alternatives: CleverTap, Iterable, OneSignal
Mistral SmallBraze, CleverTap alternatives: Adobe Marketo Engage, AppsFlyer, Firebase, Insider, OneSignal
Neither was the first choice, one was named
5 of 12 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5no first choice alternatives: Acoustic, Braze, Customer.io, MoEngage
Perplexity SonarHubSpot Marketing Hub, MoEngage alternatives: Braze, Customer.io
Qwen 3.7 FlashCustomer.io alternatives: Braze, HubSpot
Kimi K2HubSpot Marketing Hub alternatives: 6sense Revenue AI, Airship, Braze, OneSignal
GLM 4.7 FlashXAppsFlyer alternatives: Adjust, Branch, Braze
Neither was named
5 of 12 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashCustomer.io alternatives: Appcues, AppsFlyer, Branch, MoEngage, Pendo
Grok 4.1 FastAppsFlyer alternatives: Adjust, Branch, Singular
DeepSeek V4 FlashOneSignal alternatives: Customer.io, MoEngage
Llama 4 Maverickno first choice
MiniMax M2.5OneSignal alternatives: Acoustic, Google 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
Meta Advantage+ App Campaigns leads by two points.
Meta Advantage+ App Campaigns2%#8 of 12Braze0%#12 of 12Mid-marketThe figures above
Meta Advantage+ App Campaigns leads by seven points.
Meta Advantage+ App Campaigns15%#1 of 16Braze9%#6 of 16Enterprise
The order flips: Braze leads at enterprise.
Braze39%#1 of 11Meta Advantage+ App Campaigns0%#– of 11What the models said about Meta Advantage+ App Campaigns
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Social platforms (Meta, TikTok, Snapchat) self-report engagement metrics creating conflicts of interest, with click farms and bot-driven engagement inflating reach figures” Claude Haiku 4.5 · negative prompt · soft negative
“Strict walled gardens like Google Ads, Meta, TikTok, and similar platforms can deliver scale, but they also enforce tight compliance rules” Perplexity Sonar · negative prompt · soft negative
“The best mobile app marketing platform for a company with a limited budget is Meta Advantage+ App Campaigns and Google App Campaigns.” Llama 4 Maverick · budget prompt · first choice
“Meta often has lower CPI ($1.80-2.30 US non-gaming) vs. Google ($2.90-3.40), and both suit constrained budgets better” Grok 4.1 Fast · budget prompt · first choice
“Tier 1 - Proven Safe: - Meta Advantage+ App Campaigns (with strict placement controls)” Mistral Small · negative prompt · first choice
What the models said about Braze
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Skip platforms like Braze, Adjust (Enterprise tier), or CleverTap unless you have significant revenue.” Qwen 3.7 Flash · budget prompt · hard negative
“Avoid Braze at this stage — it's excellent but expensive and built for enterprise B2C scale” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Braze: Industry leader in lifecycle engagement, exceptional testing, deep integrations with data tools, and great SDK support.” Llama 4 Maverick · paraphrase prompt · first choice
“I'd generally recommend Braze as the best default choice for a mobile app engagement and growth platform.” GPT-5.4 mini · paraphrase prompt · first choice
Also compared
Meta Advantage+ App Campaigns vs Customer.ioMeta Advantage+ App Campaigns vs CleverTapMeta Advantage+ App Campaigns vs OneSignalMeta Advantage+ App Campaigns vs Google App CampaignsMeta Advantage+ App Campaigns vs AppsFlyerMeta Advantage+ App Campaigns vs MoEngageCustomer.io vs BrazeCleverTap vs BrazeOneSignal vs BrazeGoogle App Campaigns vs BrazeBraze vs AppsFlyerBraze vs MoEngageAll twenty-eight head-to-head pages and the full mobile apps 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.