ADP Run

By ADP

How often 10 AI models recommend ADP Run, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate
48%of all answers on this question
Best standing
#9of 25 on Best payroll software
Buying questions
1where any model named it
Never named it
0of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

  1. GPT-6 Luna50%
  2. Gemini 4 Argon50%
  3. Qwen 3.8 Flash50%
  4. DeepSeek V4 Pro50%
  5. GLM-5.350%
  6. Kimi K350%
  7. MiniMax M350%
  8. Mistral Large 450%
  9. Nemotron 3 Ultra50%
  10. Claude Haiku 5.525%

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best payroll software 10
  • Claude Haiku 5.5Built for small businesses with reliable payroll, tax compliance, and benefits options.
  • GPT-6 LunaReliable, scalable payroll with broad tax support and access to extensive HR services.
  • Gemini 4 ArgonEnterprise-grade reliability and compliance tools tailored specifically for small business payroll needs.
  • Qwen 3.8 FlashEnterprise-grade compliance and benefits scaled down for small business.
  • DeepSeek V4 ProTrusted giant with robust reporting, tax compliance, and HR add-ons.
  • GLM-5.3ADP power with small-business simplicity; strong compliance and support.
  • Kimi K3Scalable and reliable with good HR add-ons, but can feel complex for very small teams.
  • MiniMax M3Trusted brand with strong compliance, tax filing, and HR add-ons.
  • Mistral Large 4Reliable, scalable payroll with strong compliance tools for growing teams.
  • Nemotron 3 UltraScalable, compliant, and trusted by millions; strong tax filing guarantee.

Against the competition

Each question's products ranked by the share of all answers that named them, ADP Run highlighted.

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

QuestionClaude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Best payroll software25505050505050505050

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

QuestionList requestBuyer asking for adviceSearch queryWorth paying for?
Best payroll software90100

Head to head

Against the products named most often on the same questions

Other ADP products: ADP, ADP Workforce Now

Work on ADP Run? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.