Three of fourteen models named TeamSupport first on the direct prompt; zero named HubSpot Service Hub. TeamSupport was named by nine of the fourteen models and HubSpot Service Hub by fourteen and TeamSupport carries 14 labels and HubSpot Service Hub 48, so the shares are not directly comparable.
Named in three categories this edition.
By HubSpot, Cambridge, United States, founded 2006. Named in nine 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 customer support and helpdesk 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 4.20 | ||||||
| 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. Two of two in this category shown.
“TeamSupport focuses on B2B customer support, offering help desk software designed for complex, relationship-driven support interactions with business customers.” Claude Haiku 4.5 · paraphrase prompt · first choice
“For most mid-market B2B companies, TeamSupport is the best purpose-built solution, especially for B2B software and tech firms.” Mistral Small · direct 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.
“HubSpot (bloated)” Qwen 3.7 Flash · negative prompt · hard negative
“as a standalone helpdesk, it lacks the deep, granular ticketing rules, omnichannel flexibility, and routing features” Gemini 3.5 Flash · negative prompt · soft negative
“HubSpot Service Hub (Best Overall Value & CRM Integration)... widely considered the best entry point because its free tier is incredibly generous” Qwen 3.7 Flash · 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.