Two of twelve models named Braze first on the direct prompt; one named MoEngage. Braze was named by twelve of the twelve models and MoEngage by eight and Braze carries 34 labels and MoEngage 17, so the shares are not directly comparable.
New York City, United States, founded 2011. Named in ten categories this edition.
founded 2014. Named in six categories this edition.
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.
Across every category in the September 2026 Edition, Braze and MoEngage were named in the same answer 110 times, of the 428 answers naming Braze and the 116 naming MoEngage. In those answers MoEngage took the first choice five times and Braze thirty-three.
| 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 |
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 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“CleverTap and MoEngage are heavily tailored to B2C e-commerce” Gemini 3.5 Flash · paraphrase prompt · hard negative
“I would recommend MoEngage *if your main need is mobile engagement and growth across push, in-app, and lifecycle messaging*” Perplexity Sonar · paraphrase prompt · first choice
“Want omnichannel journeys, built-in analytics, mid-market pricing | MoEngage, CleverTap, WebEngage” Kimi K2 · 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.