Patriot Payroll vs Paylocity
Zero of twelve models named Patriot Payroll first on the direct prompt; five named Paylocity. Patriot Payroll was named by twelve of the twelve models and Paylocity by eleven and Patriot Payroll carries 21 labels and Paylocity 35, so the shares are not directly comparable.
Named in one category this edition.
Named in twenty 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 payroll software page.
By framing
Patriot PayrollFirst choices, of twelve modelsPaylocity
The direct prompt
Paylocity first, Patriot Payroll not the choice
5 of 12 modelsPatriot Payroll was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 12 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Patriot Payroll29%#2 of 10Paylocity0%#– of 10Patriot Payroll23%#2 of 13Paylocity17%#3 of 13Patriot Payroll0%#– of 13Paylocity0%#13 of 13What the models said about Patriot Payroll
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“reported issues with the platform's user interface causing confusion, including cases where duplicate payrolls were processed” Claude Haiku 4.5 · negative prompt · soft negative
“it does not support garnishments or child support deductions, which makes it a poor fit if you need those workflows” Perplexity Sonar · negative prompt · soft negative
“Lower-cost options that trade off some advanced HR/global features for affordability.” Perplexity Sonar · comparative prompt · soft negative
“The best payroll software for a company with a limited budget is Patriot Payroll, as it is considered one of the cheapest and most budget-friendly options available.” Llama 4 Maverick · budget prompt · first choice
“the best overall pick is usually Patriot Payroll because multiple review sources identify it as the most affordable serious full-service option” Perplexity Sonar · budget prompt · first choice
“For most small businesses with limited budgets, Patriot Payroll offers the best combination of low cost and essential features.” Kimi K2 · budget prompt · first choice
What the models said about Paylocity
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“here are the platforms you should be cautious about and why: ### 1. Paylocity ... claim the software causes significant errors in payroll processing” Qwen 3.7 Flash · negative prompt · hard negative
“multiple user discussions describe poor support and technical issues, so it is a candidate for extra due diligence” Perplexity Sonar · negative prompt · hard negative
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.