Five of fourteen models named HappyFox Help Desk first on the direct prompt; zero named Jira Service Management. HappyFox Help Desk was named by eight of the fourteen models and Jira Service Management by nine and HappyFox Help Desk carries 11 labels and Jira Service Management 20, so the shares are not directly comparable.
Named in one category this edition.
Named in two 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 HR help desk and case management page.
Across every category in the October 2026 Edition, HappyFox Help Desk and Jira Service Management were named in the same answer seven times, of the 16 answers naming HappyFox Help Desk and the 57 naming Jira Service Management. In those answers Jira Service Management took the first choice one time and HappyFox Help Desk 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. Three of four in this category shown.
“I'd recommend evaluating HappyFox Help Desk and InvGate Service Management first, as they're specifically highlighted as strong mid-market options.” Claude Haiku 4.5 · direct prompt · first choice
“HappyFox Help Desk is arguably the best fit if you want a dedicated HR service management tool” DeepSeek V4 Flash · direct 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. Four of four in this category shown.
“general IT ticketing tools like Zendesk/Jira Service Management/Freshdesk lack the HR-specific data partitions” Muse Glimmer 30B · negative prompt · hard negative
“Best for a tight budget: Jira Service Management (Free)” GPT-6 Luna · budget prompt · first choice
“extending Jira Service Management to HR service delivery (HRSM) can be a natural, cost-efficient fit” DeepSeek V4 Flash · direct prompt · alternative
“Jira Service Management is a credible alternative, with an HR portal, request workflows” GPT-6 Luna · paraphrase 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.