Zero of twelve models named Zoho People first on the direct prompt; zero named Paycor. Zoho People was named by twelve of the twelve models and Paycor by ten and Zoho People carries 13 labels and Paycor 16, so the shares are not directly comparable.
Named in thirteen categories this edition.
Named in sixteen 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 HRIS and HCM platforms 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. Three of three in this category shown.
“Sentiment trends negative at roughly 60 to 75 percent negative” Claude Haiku 4.5 · negative prompt · hard negative
“The user interface is functional but clunky, and the learning curve is steeper than modern, premium competitors.” Gemini 3.5 Flash · budget prompt · soft negative
“For the smallest budgets, start with Zoho People (free up to 5 employees, then $1.25/employee) or Deel HR (free entirely)” DeepSeek V4 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Multiple sources indicate significant concerns: Customer service issues: Described as "awful,"” Kimi K2 · negative prompt · hard negative
“Frequently called out in "crappy HRIS" discussions... "Paycor is absolute trash"” DeepSeek V4 Flash · negative prompt · hard negative
“Notorious for bad support (long waits, unhelpful reps), hidden fees/price hikes” Grok 4.1 Fast · negative prompt · hard negative
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.