Zendesk Support Suite vs HubSpot Service Hub
Nine of fourteen models named Zendesk Support Suite first on the direct prompt; zero named HubSpot Service Hub. Zendesk Support Suite was named by fourteen of the fourteen models and HubSpot Service Hub by thirteen and Zendesk Support Suite carries 67 labels and HubSpot Service Hub 38, 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 eight 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 October 2026 Edition, Zendesk Support Suite and HubSpot Service Hub were named in the same answer sixty-seven times, of the 196 answers naming Zendesk Support Suite and the 255 naming HubSpot Service Hub. In those answers HubSpot Service Hub took the first choice three times and Zendesk Support Suite twenty-seven.
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 4.1 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 | | | | | | |
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
9 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
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 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
HubSpot Service Hub5%#4 of 12Zendesk Support Suite3%#6 of 12Zendesk Support Suite31%#1 of 11HubSpot Service Hub3%#5 of 11Zendesk Support Suite49%#1 of 10HubSpot Service Hub0%#– of 10What 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 (Approach with high caution, especially for SMBs)... Who should avoid: Teams needing reliable uptime or simple onboarding.” Grok 4.1 Fast · negative prompt · hard negative
“Plain explicitly says to “avoid Zendesk” at that stage because the implementation complexity “isn’t worth it”” Perplexity Sonar · negative prompt · hard negative
“What to avoid on a tight budget... Zendesk is the most mature but is priced for larger operations” Muse Glimmer 30B · budget prompt · hard negative
“Zendesk if you prioritize scalability, need extensive customization, and want a platform that can grow with you into enterprise territory.” Kimi K2 · direct prompt · first choice
“Zendesk — The Market Leader ... If you need maximum feature depth, enterprise scalability, and a huge app ecosystem → Zendesk” DeepSeek V4 Flash · comparative prompt · first choice
“### 1. Zendesk Suite Best For: Companies that need the industry standard with maximum scalability and integration depth.” Qwen 3.7 Flash · paraphrase 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. Two of two in this category shown.
“Zapier notes a steep learning curve, a platform that can feel overwhatever overwhelming, and pricing that is expensive for its value” Perplexity Sonar · negative prompt · soft negative
“as a standalone helpdesk, it lacks the deep, granular ticketing workflows, robust queue management, and advanced SLA triggers” Gemini 3.5 Flash · negative prompt · soft negative
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.