Two of twelve models named Zendesk first on the direct prompt; zero named HR Acuity. Zendesk was named by ten of the twelve models and HR Acuity by nine and Zendesk carries 27 labels and HR Acuity 10, so the shares are not directly comparable.
Named in two categories 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 twelve 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.
| 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 |
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 eight in this category shown.
“Many organizations try to use their IT ticketing system (like Zendesk or Jira Service Management) to handle HR tickets. Why to avoid” Qwen 3.7 Flash · negative prompt · hard negative
“like standard Jira or Zendesk) to save money. This is a major compliance and security risk.” Gemini 3.5 Flash · scale prompt · hard negative
“Generic IT ticketing systems (Jira, Zendesk, Freshservice) without deep HR customization.” GLM 4.7 FlashX · negative prompt · hard negative
“Best pick: Zendesk (Employee Service) — $29/agent, fast rollout (1–3 months), excellent employee experience” DeepSeek V4 Flash · paraphrase prompt · first choice
“the best HR help desk software options are HappyFox Help Desk and Zendesk” Mistral Small · direct prompt · first choice
“Zendesk for Employee Service — *Best all-around for B2B mid-market*” DeepSeek V4 Flash · direct 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.
“Best Overall for Mid-Market B2B: HR Acuity – Excellent for employee relations case management with defensible investigations and risk analytics.” MiniMax M2.5 · paraphrase prompt · first choice
“the consensus leader for mid-market to enterprise ER casework ... this is the top call” DeepSeek V4 Flash · paraphrase prompt · first choice
“### 1. HR Acuity (Best for case management focus)” Claude Haiku 4.5 · 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.