ADP

How often 10 AI models recommend ADP, what they say about it, and who they recommend instead, on the 2 buying questions where it came up.

Mention rate
51%of all answers on these questions
Best standing
#7of 29 on Best HR software
Buying questions
2where 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 Luna63%
  2. DeepSeek V4 Pro63%
  3. GLM-5.363%
  4. Qwen 3.8 Flash58%
  5. Kimi K354%
  6. Nemotron 3 Ultra54%
  7. Claude Haiku 5.550%
  8. Mistral Large 450%
  9. Gemini 4 Argon33%
  10. MiniMax M325%

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 HR software 8
  • Claude Haiku 5.5Established HR and payroll suite with broad compliance coverage
  • GPT-6 LunaMature payroll and HR platform with extensive compliance and service resources.
  • Qwen 3.8 FlashRobust payroll/compliance for mid-sized companies.
  • DeepSeek V4 ProReliable, compliance-strong choice for companies needing robust payroll and benefits at scale.
  • GLM-5.3Reliable mid-market HRIS backed by ADP's payroll and compliance expertise.
  • Kimi K3Reliable payroll and compliance backbone for scaling mid-market firms.
  • Mistral Large 4Reliable payroll backbone with scalable HR for mid to large companies.
  • Nemotron 3 UltraTrusted, comprehensive payroll/HR for mid-market; deep compliance expertise.
Best payroll software 10
  • Claude Haiku 5.5Robust compliance and scalability, though pricier and less simple for tiny firms.
  • GPT-6 LunaReliable, scalable payroll with deep compliance support and room to grow.
  • Gemini 4 ArgonEnterprise-grade compliance, reliability, and scalability tailored specifically for growing small businesses.
  • Qwen 3.8 FlashTrusted enterprise-grade provider scaled down for small businesses.
  • DeepSeek V4 ProTrusted name with robust reporting and HR add-ons as you grow.
  • GLM-5.3ADP's small-business plan scales well and handles complex tax situations.
  • Kimi K3Reliable brand, scalable, but pricier than alternatives.
  • MiniMax M3Scalable, strong compliance, great for growing teams.
  • Mistral Large 4Enterprise-grade reliability scaled down for small business needs.
  • Nemotron 3 UltraScalable, strong compliance, good for growing businesses

Against the competition

Each question's products ranked by the share of all answers that named them, ADP 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 HR software5075177575755886758
Best payroll software50505042505050423350

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 HR software707380
Best payroll software9790

Head to head

Against the products named most often on the same questions

Other ADP products: ADP Run, ADP Workforce Now

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