Zero of twelve models named Square Payroll first on the direct prompt; two named Tipalti. Square Payroll was named by nine of the twelve models and Tipalti by twelve and Square Payroll carries 12 labels and Tipalti 24, so the shares are not directly comparable.
Named in one category this edition.
Named in twelve 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 contractor payments page.
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.
“I'd recommend starting with Patriot Software or Square Payroll since they have the lowest ongoing costs” Claude Haiku 4.5 · budget prompt · first choice
“Square Payroll's contractor-only plan stands out as the best option for a company with a limited budget.” Grok 4.1 Fast · budget prompt · first choice
“Based on your requirement for a limited budget, the best platform is Square Payroll.” GLM 4.7 FlashX · budget prompt · first choice
No label in this category carried a quote.
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.