ADP Workforce Now

By ADP

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

Mention rate
10%of all answers on these questions
Best standing
#17of 29 on Best HR software
Buying questions
2where any model named it
Never named it
1of 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. Claude Haiku 5.521%
  2. Qwen 3.8 Flash17%
  3. DeepSeek V4 Pro13%
  4. Mistral Large 413%
  5. GPT-6 Luna8%
  6. MiniMax M38%
  7. Nemotron 3 Ultra8%
  8. GLM-5.34%
  9. Kimi K34%
  10. Gemini 4 Argon0%

Never named it: Gemini 4 Argon

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 2
  • Qwen 3.8 FlashMature payroll-led HR suite with compliance depth for mid-size firms.
  • DeepSeek V4 ProTrusted payroll backbone with solid HR recordkeeping for mid-size firms.
Best payroll software 2
  • Claude Haiku 5.5Robust compliance, scalable features and deep HR capabilities for growing mid-sized firms.
  • Mistral Large 4Enterprise-grade reliability with deep tax and compliance handling for mid-size and large companies.

Against the competition

Each question's products ranked by the share of all answers that named them, ADP Workforce Now 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 software17172525888817
Best payroll software258817

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 software53
Best payroll software10310

Head to head

Against the products named most often on the same questions

Other ADP products: ADP, ADP Run

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