Seven of twelve models named Freshdesk first on the direct prompt; zero named HubSpot Service Hub. Both were named by all twelve models and Freshdesk carries 59 labels and HubSpot Service Hub 32, so the shares are not directly comparable.
By Freshworks, San Mateo. Named in five categories this edition.
By HubSpot, Cambridge, United States, founded 2006. Named in seven categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 September 2026 Edition, Freshdesk and HubSpot Service Hub were named in the same answer 102 times, of the 292 answers naming Freshdesk and the 192 naming HubSpot Service Hub. In those answers HubSpot Service Hub took the first choice three times and Freshdesk thirty.
| 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 |
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 six in this category shown.
“Verdict: Avoid if you value billing transparency, good support, or reliable reporting.” DeepSeek V4 Flash · negative prompt · hard negative
“Unauthorized renewals, hard-to-cancel subscriptions, surprise charges post-cancellation” Grok 4.1 Fast · negative prompt · hard negative
“Freshdesk - Moderate to High Risk” Mistral Small · negative prompt · hard negative
“For most mid-market B2B companies, Freshdesk is the best default — the strongest balance of capability, price, and ease of ownership.” DeepSeek V4 Flash · direct prompt · first choice
“For most mid-market B2B companies, Freshdesk offers the strongest balance of capability, scalability, and price.” Kimi K2 · direct prompt · first choice
“Start with Freshdesk for most mid-market B2B—it's the top "value for SMB/mid-market" pick across sources” Grok 4.1 Fast · 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.
“Platforms to approach with caution: HubSpot Service Hub or basic ticketing platforms (when used for retail/e-commerce).” Gemini 3.5 Flash · negative prompt · soft negative
“may be worth considering, but they are usually better fits for very small teams or basic needs” Perplexity Sonar · budget prompt · soft negative
“HubSpot Service Hub offers the best starting point because it's truly free and scalable” 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.