Zendesk Support Suite vs HubSpot Service Hub
Six of fourteen models named Zendesk Support Suite first on the direct prompt; zero named HubSpot Service Hub. Both were named by all fourteen models and Zendesk Support Suite carries 73 labels and HubSpot Service Hub 48, so the shares are not directly comparable.
By Zendesk, San Francisco, United States, founded 2007. Named in one category 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
Zendesk Support SuiteFirst choices, of fourteen modelsHubSpot Service Hub
Across every category in the November 2026 Edition, Zendesk Support Suite and HubSpot Service Hub were named in the same answer ninety-eight times, of the 215 answers naming Zendesk Support Suite and the 330 naming HubSpot Service Hub. In those answers HubSpot Service Hub took the first choice four times and Zendesk Support Suite thirty-five.
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 | | | | | | |
Zendesk Support Suite HubSpot Service Hub first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zendesk Support Suite on the left and HubSpot Service Hub on the right.The direct prompt
Zendesk Support Suite first, HubSpot Service Hub an alternative
6 of 14 modelsHubSpot Service Hub was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.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
HubSpot Service Hub7%#5 of 12Zendesk Support Suite3%#6 of 12Zendesk Support Suite37%#1 of 12HubSpot Service Hub2%#5 of 12Zendesk Support Suite51%#1 of 12HubSpot Service Hub0%#11 of 12What the models said about Zendesk Support Suite
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Zendesk instances have been repeatedly implicated in large third-party breaches... "We had the most horrendous support experience with Zendesk."” Muse Glimmer 30B · negative prompt · hard negative
“Some specific platforms to avoid or be cautious about include Zendesk, Salesforce Service Cloud, and SolarWinds for small teams” Llama 4 Maverick · negative prompt · hard negative
“Avoid Zendesk initially as it's better for mid-sized teams and lacks a strong free option.” Grok 4.20 · budget prompt · hard negative
“Zendesk: Excellent for omnichannel, AI (via Zendesk AI), and analytics. Strong for customer-facing support. Scales well but can get pricey with add-ons. Good for 500+ users.” Grok 4.20 · scale prompt · first choice
“Best for: Complex workflows, enterprise routing, SLA-heavy operations - Strengths: Industry standard, extensive integrations, strong security” GLM 4.7 FlashX · scale prompt · first choice
“Zendesk remains the industry standard for established enterprises with complex needs. It is widely considered the most mature and scalable platform.” Qwen 3.7 Flash · comparative 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.