Seven of fourteen models named Freshservice first on the direct prompt; zero named HR Acuity. Freshservice was named by twelve of the fourteen models and HR Acuity by twelve and Freshservice carries 31 labels and HR Acuity 16, so the shares are not directly comparable.
Named in two categories this edition.
Named in three 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 November 2026 Edition, Freshservice and HR Acuity were named in the same answer twelve times, of the 80 answers naming Freshservice and the 66 naming HR Acuity. In those answers HR Acuity took the first choice zero times and Freshservice zero.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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.
“For most mid-market B2B companies, Freshservice offers the best balance of features, pricing, and ease of use specifically for HR service delivery.” MiniMax M2.5 · direct prompt · first choice
“Go with Freshservice for the best balance of cost, ease of deployment, and employee portal experience across HR and IT.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Freshservice (by Freshworks) stands out as one of the best HR help desk/ticketing solutions for a mid-market B2B company” Grok 4.20 · 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.
“HR Acuity is my top recommendation for a mid-sized B2B company” Grok 4.20 · paraphrase prompt · first choice
“Consider it alongside—not necessarily instead of—a broad HRSD platform if confidential investigations and ER reporting are central requirements.” GPT-6 Luna · comparative prompt · alternative
“HR Acuity gives HR teams in mid-sized and large organizations a dedicated platform to document, track, and resolve employee relations issues” Claude Haiku 4.5 · 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.