# Patriot Payroll vs Paylocity: which do AI models recommend for payroll software, October 2026

HR AI Recommendation Index, October 2026 Edition, Payroll software. Zero of fourteen models named Patriot Payroll first on the direct prompt; one named Paylocity. Page: https://hr-ai-index.com/core/payroll-software/patriot-payroll-vs-paylocity/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Patriot Payroll | 17% | #3 of 14 | 11% | 18 | 12 of 14 |
| Paylocity | 4% | #7 of 14 | 19% | 31 | 14 of 14 |

## The direct prompt, model by model

- GPT-6 Luna: paylocity first (first choices: Paylocity) (alternatives: ADP Workforce Now, Rippling, UKG Ready)
- Claude Haiku 4.5: neither first, one named (first choices: Paycom) (alternatives: ADP, Deel, G-P, Namely, Paylocity, Rippling)
- GPT-5.4 mini: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, Deel, Paylocity)
- Gemini 3.5 Flash: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, Paycom, Paylocity)
- Perplexity Sonar: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, Paycom, Paylocity)
- Grok 4.1 Fast: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, Deel, Gusto, Paychex Flex, Paycom, Paycor, Paylocity)
- Mistral Small: neither first, one named (first choices: ADP, Rippling) (alternatives: Keka, Paylocity)
- DeepSeek V4 Flash: neither first, one named (first choices: ADP Workforce Now, Rippling) (alternatives: Dayforce, Paycom, Paylocity)
- Kimi K2: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, Paycom, Paylocity)
- GLM 4.7 FlashX: neither first, one named (first choices: ADP) (alternatives: Dayforce, Gusto, Paycom, Paycor, Paylocity, Rippling)
- Muse Glimmer 30B: neither first, one named (alternatives: ADP Workforce Now, Namely, Paychex Flex, Paycor, Paylocity)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: ADP Workforce Now) (alternatives: Dayforce, Gusto, Paycom)
- MiniMax M2.5: neither named (first choices: ADP Workforce Now, Paycom, Paycor) (alternatives: QuickBooks Payroll)

## What the models said about Patriot Payroll

- "entry-level payroll solutions (like basic Gusto, QuickBooks, or Patriot Software) ... will likely start to feel manual, slow, and operationally risky" (Gemini 3.5 Flash, scale prompt, soft negative)
- "it can be fine for simple setups, but TechRadar notes add-on costs" (Perplexity Sonar, negative prompt, soft negative)
- "My top recommendation: For most small businesses with a limited budget, Patriot Software offers the best balance of affordability, features, and automatic tax filing" (DeepSeek V4 Flash, budget prompt, first choice)
- "often the strongest pure-budget choice for very small businesses, with low base pricing... If your main goal is lowest cost: Patriot Payroll" (GPT-5.4 mini, budget prompt, first choice)
- "the best payroll software is typically either a high-value full-service provider like Patriot Software... Patriot Software (Best for Value)" (Qwen 3.7 Flash, budget prompt, first choice)

## What the models said about Paylocity

- "Be cautious with these payroll platforms... Paylocity: Frequent complaints about poor customer service, glitchy platform" (Grok 4.1 Fast, negative prompt, hard negative)
- "Paylocity - Some users have reported subpar customer support and technical issues with the platform." (Llama 4 Maverick, negative prompt, hard negative)
- "Unresponsive customer support ... Glitchy software that's difficult to navigate" (DeepSeek V4 Flash, negative prompt, hard negative)
- "Paylocity: Highly rated for its balance of flexibility, HR tools, and ease of use in the mid-market space." (Qwen 3.7 Flash, scale prompt, first choice)

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. 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.