Four of fourteen models named Freshservice first on the direct prompt; zero named Dovetail Software. Freshservice was named by twelve of the fourteen models and Dovetail Software by eleven and Freshservice carries 31 labels and Dovetail Software 16, 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 Dovetail Software were named in the same answer eleven times, of the 62 answers naming Freshservice and the 24 naming Dovetail Software. In those answers Dovetail Software took the first choice two times and Freshservice four.
| 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 seven in this category shown.
“Reviewers point to weak reporting, limited customization, and an overall poor user experience.” Mistral Small · negative prompt · hard negative
“Recurring themes of poor UX, integration failures, inflexible contracts, and slow support” Grok 4.1 Fast · negative prompt · hard negative
“While these are excellent for large enterprises, they are typically not budget-friendly.” Qwen 3.7 Flash · budget prompt · soft negative
“Dovetail or ServiceNow HRSD is the most purpose-built fit” Muse Glimmer 30B · paraphrase prompt · first choice
“## Top Choice: Dovetail Software” Claude Haiku 4.5 · paraphrase prompt · first choice
“Best Overall for Mid-Market” Kimi K2 · paraphrase 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.