Zoho Desk vs HubSpot Service Hub
Zero of fourteen models named Zoho Desk first on the direct prompt; zero named HubSpot Service Hub. Both were named by all fourteen models and Zoho Desk carries 44 labels and HubSpot Service Hub 48, so the shares are not directly comparable.
Named in six 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.
By framing
Zoho DeskFirst choices, of fourteen modelsHubSpot Service Hub
Across every category in the November 2026 Edition, Zoho Desk and HubSpot Service Hub were named in the same answer eighty times, of the 178 answers naming Zoho Desk and the 330 naming HubSpot Service Hub. In those answers HubSpot Service Hub took the first choice eight times and Zoho Desk thirteen.
Every model, every framing
| 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 | | | | |
Zoho Desk HubSpot Service Hub first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zoho Desk on the left and HubSpot Service Hub on the right.The direct prompt
Neither was the first choice, one was named
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Zoho Desk24%#2 of 12HubSpot Service Hub7%#5 of 12Zoho Desk15%#3 of 12HubSpot Service Hub2%#5 of 12Zoho Desk0%#10 of 12HubSpot Service Hub0%#11 of 12What the models said about Zoho Desk
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“I recommend starting with Zoho Desk for most limited-budget scenarios due to its low entry point and comprehensiveness.” Grok 4.20 · budget prompt · first choice
“For the tightest budget, Zoho Desk offers the best combination of features and affordability at $7/user/mo.” MiniMax M2.5 · budget prompt · first choice
What the models said about HubSpot Service Hub
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.