# Patriot Payroll vs ADP Workforce Now: which do AI models recommend for payroll software, September 2026

HR AI Recommendation Index, September 2026 Edition, Payroll software. Zero of twelve models named Patriot Payroll first on the direct prompt; one named ADP Workforce Now. Page: https://hr-ai-index.com/core/payroll-software/patriot-payroll-vs-adp-workforce-now/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Patriot Payroll | 23% | #2 of 13 | 14% | 21 | 12 of 12 |
| ADP Workforce Now | 4% | #7 of 13 | 11% | 18 | 10 of 12 |

## The direct prompt, model by model

- MiniMax M2.5: adp workforce now first (first choices: ADP Workforce Now, Paylocity) (alternatives: Rippling, UKG Pro)
- Gemini 3.5 Flash: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, Deel, Paylocity)
- Perplexity Sonar: neither first, one named (first choices: Paylocity, Rippling) (alternatives: ADP Workforce Now, Paycom)
- Grok 4.1 Fast: neither first, one named (first choices: Paylocity, Rippling) (alternatives: ADP Workforce Now, Paycom)
- DeepSeek V4 Flash: neither first, one named (first choices: Paylocity) (alternatives: ADP Workforce Now, Paycom, Rippling, UKG Pro)
- Kimi K2: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, Gusto, Paycom)
- GLM 4.7 FlashX: neither first, one named (first choices: Paylocity, Rippling) (alternatives: ADP Workforce Now, Paycor, UKG Pro, Workday)
- Claude Haiku 4.5: neither named (first choices: Rippling) (alternatives: Paycor, Paylocity)
- GPT-5.4 mini: neither named (first choices: Rippling) (alternatives: ADP Global Payroll, ADP Workforce Now / ADP Full Service Payroll, Deel, Paycom)
- Mistral Small: neither named (first choices: Paycom) (alternatives: ADP, Gusto, Paylocity, Rippling)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: ADP, Rippling) (alternatives: BambooHR, Gusto, Zenefits)

## What the models said about Patriot Payroll

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.