Two of fourteen models named Pushwoosh first on the direct prompt; zero named Klaviyo. Pushwoosh was named by nine of the fourteen models and Klaviyo by thirteen and Pushwoosh carries 14 labels and Klaviyo 28, so the shares are not directly comparable.
Fairfax, United States, founded 2014. Named in three categories this edition.
Boston, United States, founded 2012. Named in thirteen categories 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 marketing and push page.
| 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.
“console depth varies by plan tier, so capability may depend on what you pay for” Perplexity Sonar · negative prompt · soft negative
“Pushwoosh - a mid-market alternative to Braze and Airship for teams that need cross-platform push (web + mobile) with event-based automation at a fraction of the enterprise price.” Llama 4 Maverick · direct prompt · first choice
“Start with Sinch Engagement or Pushwoosh for a balance of cost, ease-of-use, and power.” Qwen 3.7 Flash · paraphrase prompt · first choice
“OneSignal and Pushwoosh are the best choices” Mistral Small · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Attentive and Klaviyo are phenomenal for SMS, but they are built for Shopify/e-commerce. They struggle with B2B data models” Gemini 3.5 Flash · direct prompt · hard negative
“E-commerce powerhouse (Shopify/others); SMS + email automation, personalization via data; high deliverability” Grok 4.1 Fast · comparative 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.