Four of fourteen models named Freshservice first on the direct prompt; three named Zendesk. Freshservice was named by twelve of the fourteen models and Zendesk by eleven and Freshservice carries 31 labels and Zendesk 29, so the shares are not directly comparable.
Named in three categories this edition.
Named in one category 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 HR help desk and case management page.
Across every category in the October 2026 Edition, Freshservice and Zendesk were named in the same answer thirty-seven times, of the 62 answers naming Freshservice and the 102 naming Zendesk. In those answers Zendesk took the first choice two times and Freshservice five.
| 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.
“I'd recommend Freshservice (by Freshworks) as a strong starting point for HR case management and an employee service portal” Grok 4.1 Fast · paraphrase prompt · first choice
“Choose Freshservice if you want a beautiful, unified IT/HR portal that is easy to implement and manage.” Gemini 3.5 Flash · paraphrase prompt · first choice
“HappyFox Help Desk and Freshservice are top picks for mid-market B2B companies” Mistral Small · direct prompt · first choice
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 is shown with a notable negative share for HR help desk / case management” Muse Glimmer 30B · negative prompt · hard negative
“Traditional IT-style ticketing tools (like Zendesk) lack the hyper-secure permission controls and structured investigation workflows” Gemini 3.5 Flash · comparative prompt · soft negative
“at a fraction of the cost of competitors like Zendesk or ServiceNow” Qwen 3.7 Flash · budget prompt · soft negative
“The Best "Best-of-Breed" Solution: Zendesk for HR ... Want the industry gold standard with the most integrations | Zendesk” Qwen 3.7 Flash · paraphrase prompt · first choice
“two clear market leaders that strike the right balance ... Freshservice and Zendesk” Qwen 3.7 Flash · direct prompt · first choice
“I'd recommend Freshservice or Zendesk Employee Service” Kimi K2 · direct 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.