Two of twelve models named OneSignal first on the direct prompt; two named Braze. Both were named by all twelve models and OneSignal carries 35 labels and Braze 34, so the shares are not directly comparable.
By Q140701571, San Mateo, United States, founded 2011. Named in three categories this edition.
New York City, United States, founded 2011. Named in ten 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, OneSignal and Braze were named in the same answer 197 times, of the 314 answers naming OneSignal and the 428 naming Braze. In those answers Braze took the first choice forty-six times and OneSignal sixty.
| 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. One of one in this category shown.
“OneSignal for engagement (free to start, $19/month when you grow) — it's the highest-value single marketing tool for small teams.” DeepSeek V4 Flash · budget prompt · first choice
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
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.