Two of fourteen models named Freshdesk first on the direct prompt; zero named HubSpot Service Hub. Both were named by all fourteen models and Freshdesk carries 76 labels and HubSpot Service Hub 48, so the shares are not directly comparable.
By Freshworks, San Mateo. 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.
Across every category in the November 2026 Edition, Freshdesk and HubSpot Service Hub were named in the same answer 141 times, of the 340 answers naming Freshdesk and the 330 naming HubSpot Service Hub. In those answers HubSpot Service Hub took the first choice twelve times and Freshdesk twenty-six.
| 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. Six of seven in this category shown.
“Freshdesk/Freshworks: "I've utilized several Freshworks products throughout the years... their customer support is among the worst I've ever experienced."” Muse Glimmer 30B · negative prompt · hard negative
“"Freshdesk is rated 'Bad' with 1.5 / 5 on Trustpilot" – 412 reviews... their customer support is among the worst I've ever experienced.” Muse Glimmer 30B · negative prompt · hard negative
“Avoid if you need Enterprise scale: Freshdesk may struggle to handle complex, multi-layered enterprise workflows.” Qwen 3.7 Flash · negative prompt · hard negative
“platforms like Freshdesk are often positioned for strong ticketing, automation, AI and reporting without the ownership burden of a large enterprise platform” Muse Glimmer 30B · scale prompt · first choice
“Best Overall Value: Freshdesk offers strong ticketing, automation, AI, and reporting without the ownership burden of a large enterprise platform” Claude Haiku 4.5 · direct prompt · first choice
“For most mid-sized B2B companies, Freshdesk or Zendesk hit the sweet spot of features, scalability, and price.” Kimi K2 · 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.
“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.