Zero of fourteen models named Freshdesk first on the direct prompt; zero named Zoho Desk. Freshdesk was named by nine of the fourteen models and Zoho Desk by eight and Freshdesk carries 11 labels and Zoho Desk 10, so the shares are not directly comparable.
Named in four categories this edition.
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 AI IT support agents page.
Across every category in the October 2026 Edition, Freshdesk and Zoho Desk were named in the same answer twenty-four times, of the 62 answers naming Freshdesk and the 50 naming Zoho Desk. In those answers Zoho Desk took the first choice four times and Freshdesk eight.
| 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. Three of four in this category shown.
“or Freshdesk if budget and simplicity matter most” Perplexity Sonar · paraphrase prompt · first choice
“It's recognized as the best value option” Claude Haiku 4.5 · paraphrase prompt · first choice
“Top Pick: Freshdesk (with Freddy AI)” DeepSeek V4 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Zoho Desk - Best Overall Value ... Most affordable entry point with solid AI capabilities” Kimi K2 · budget prompt · first choice
“If you want ticketing software for almost nothing, get Zoho Desk (Express tier)” Gemini 3.5 Flash · budget prompt · first choice
“Zoho Desk – *Best Overall Value*” 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.