Five of fourteen models named Freshdesk first on the direct prompt; zero named Help Scout. Freshdesk was named by fourteen of the fourteen models and Help Scout by twelve and Freshdesk carries 74 labels and Help Scout 36, so the shares are not directly comparable.
By Freshworks, San Mateo. Named in ten categories this edition.
Boston, United States, founded 2011. Named in four 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 October 2026 Edition, Freshdesk and Help Scout were named in the same answer 107 times, of the 303 answers naming Freshdesk and the 135 naming Help Scout. In those answers Help Scout took the first choice nineteen times and Freshdesk twenty-one.
| 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 |
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 (poor support, technical instability, billing surprises)” DeepSeek V4 Flash · negative prompt · hard negative
“Why be cautious: Recurrent complaints about authorization / email routing issues, limited documented PII redaction / data residency options on lower tiers” Muse Glimmer 30B · negative prompt · soft negative
“Several negative reviews cite: Poor customer support response times... However, it's important to note that Freshdesk is still used by many businesses” MiniMax M2.5 · negative prompt · soft negative
“Freshdesk offers the most accessible entry point with a genuinely useful free tier for up to 10 agents and competitive Growth pricing at $15/agent/month.” Muse Glimmer 30B · budget prompt · first choice
“The best customer support and helpdesk platform for a company with a limited budget is Freshdesk, Zoho Desk, or HelpDesk.” Llama 4 Maverick · budget prompt · first choice
“Best value / fastest time-to-value: Freshdesk Freshdesk is repeatedly called out as the mid-market value play.” Muse Glimmer 30B · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“good if ease of use matters most, but its starting price is higher at about $25/user/month” Perplexity Sonar · budget prompt · soft negative
“You have likely outgrown simple shared inbox tools (like basic Gmail or entry-tier Help Scout)” Gemini 3.5 Flash · scale prompt · soft negative
“Help Scout (Watch for performance and billing)” Grok 4.1 Fast · negative prompt · soft negative
“For the most features at a reasonable cost, Help Scout or Freshdesk are excellent choices.” Claude Haiku 4.5 · budget prompt · first choice
“Help Scout is a good mid-range option for teams wanting a balance between price and functionality.” Mistral Small · budget prompt · alternative
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.