Four of twelve models named Intercom first on the direct prompt; zero named Pushwoosh. Intercom was named by twelve of the twelve models and Pushwoosh by eight and Intercom carries 38 labels and Pushwoosh 10, so the shares are not directly comparable.
United States, founded 2011. Named in ten categories this edition.
Fairfax, United States, founded 2014. Named in three 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 in-app messaging and customer communications 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 |
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. Two of two in this category shown.
“If you are a small-to-medium business on a tight or predictable budget, avoid Intercom's default AI tiers.” Gemini 3.5 Flash · negative prompt · hard negative
“I'd usually recommend Intercom if your goal is product messaging plus broader customer communications in one place.” 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.
“Pushwoosh (from $0) | Cheaper start, but spikes at volume.” Grok 4.1 Fast · scale prompt · soft negative
“Winner: Pushwoosh Pushwoosh is widely considered the most cost-effective platform for sending in-app messages” Qwen 3.7 Flash · budget prompt · first choice
“Pushwoosh emerges as the best in-app messaging platform for companies with limited budgets” MiniMax M2.5 · 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.