Zero of fourteen models named Dovetail Software first on the direct prompt; one named ServiceNow HR Service Delivery. Dovetail Software was named by eleven of the fourteen models and ServiceNow HR Service Delivery by fourteen and Dovetail Software carries 16 labels and ServiceNow HR Service Delivery 47, so the shares are not directly comparable.
Named in one category 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 October 2026 Edition, Dovetail Software and ServiceNow HR Service Delivery were named in the same answer twenty times, of the 24 answers naming Dovetail Software and the 167 naming ServiceNow HR Service Delivery. In those answers ServiceNow HR Service Delivery took the first choice nine times and Dovetail Software 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“are enterprise-grade and expensive (not budget-friendly)” Kimi K2 · budget prompt · hard negative
“Many organizations adapt ITSM tools (e.g., classic ServiceNow, BMC, ManageEngine, Ivanti) for HR service management. While powerful, they often introduce: Steep learning curves” GLM 4.7 FlashX · negative prompt · soft negative
“is worth evaluating for complex, high-volume operations, but it may be more platform than a small HR team needs... G2 reviewers also flag cost and learning curve” GPT-6 Luna · negative prompt · soft negative
“I'd generally recommend ServiceNow HR Service Delivery if your priority is a strong HR case management system plus a polished employee self-service portal” GPT-5.4 mini · paraphrase prompt · first choice
“ServiceNow HR Service Delivery is the go‑to for large, complex organizations that need workflow orchestration, SLA management, and ITSM integration.” GLM 4.7 FlashX · comparative prompt · first choice
“Often considered a gold standard for enterprise HR service management (HRSM) due to its scalability and integration capabilities” Mistral Small · 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.