Five of twelve models named Freshservice first on the direct prompt; one named ServiceNow HR Service Delivery. Freshservice was named by eleven of the twelve models and ServiceNow HR Service Delivery by twelve and Freshservice carries 27 labels and ServiceNow HR Service Delivery 25, 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 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.
Across every category in the September 2026 Edition, Freshservice and ServiceNow HR Service Delivery were named in the same answer nineteen times, of the 53 answers naming Freshservice and the 95 naming ServiceNow HR Service Delivery. In those answers ServiceNow HR Service Delivery took the first choice ten times and Freshservice three.
| 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. Five of six in this category shown.
“Generic IT ticketing systems (Jira, Zendesk, Freshservice) without deep HR customization.” GLM 4.7 FlashX · negative prompt · hard negative
“strong automation, but no free tier and priced higher” DeepSeek V4 Flash · budget prompt · soft negative
“Look at Freshservice. It is highly customizable, keeps HR and IT queues strictly separated for privacy, and is incredibly popular in the mid-market.” Gemini 3.5 Flash · scale prompt · first choice
“Freshservice HR Service Delivery is a highly recommended choice due to its balance of usability, automation, and integration capabilities” Mistral Small · paraphrase prompt · first choice
“My top pick: Freshservice offers the best balance of mid-market fit, HR-specific capabilities, reasonable pricing” Kimi K2 · 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.
“One buyer guide explicitly says not to buy ServiceNow HR Service Delivery in that case.” Perplexity Sonar · negative prompt · hard negative
“Heavyweight, enterprise-tier giants like ServiceNow HRSD or Workday Help... frequently over-purchased by companies that lack the resources to maintain them.” Gemini 3.5 Flash · negative prompt · soft negative
“While it is considered one of the best overall HR service delivery software for large, complex organizations, it has a steep learning curve.” Llama 4 Maverick · negative prompt · soft negative
“ServiceNow HRSD is uniquely positioned as a service delivery orchestration layer that complements (rather than replaces) your core HRIS” Kimi K2 · comparative prompt · first choice
“ServiceNow HR Service Delivery leads the pack for enterprise‑scale, AI‑driven case management and workflow orchestration.” GLM 4.7 FlashX · comparative prompt · first choice
“ServiceNow is strongest when you need enterprise-grade workflow orchestration across many departments and countries.” Perplexity Sonar · comparative 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.