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

HR AI Recommendation Index, October 2026 Edition, Payroll software. Three of fourteen models named ADP Workforce Now first on the direct prompt; two named ADP. Page: https://hr-ai-index.com/core/payroll-software/adp-workforce-now-vs-adp/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| ADP Workforce Now | 19% | #2 of 14 | 4% | 26 | 11 of 14 |
| ADP | 9% | #4 of 14 | 33% | 30 | 13 of 14 |

## The direct prompt, model by model

- DeepSeek V4 Flash: adp workforce now first (first choices: ADP Workforce Now, Rippling) (alternatives: Dayforce, Paycom, Paylocity)
- Qwen 3.7 Flash: adp workforce now first (first choices: ADP Workforce Now) (alternatives: Dayforce, Gusto, Paycom)
- MiniMax M2.5: adp workforce now first (first choices: ADP Workforce Now, Paycom, Paycor) (alternatives: QuickBooks Payroll)
- Mistral Small: adp first (first choices: ADP, Rippling) (alternatives: Keka, Paylocity)
- GLM 4.7 FlashX: adp first (first choices: ADP) (alternatives: Dayforce, Gusto, Paycom, Paycor, Paylocity, Rippling)
- 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)
- Kimi K2: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, Paycom, Paylocity)
- GPT-6 Luna: neither first, one named (first choices: Paylocity) (alternatives: ADP Workforce Now, Rippling, UKG Ready)
- Muse Glimmer 30B: neither first, one named (alternatives: ADP Workforce Now, Namely, Paychex Flex, Paycor, Paylocity)
- Llama 4 Maverick: neither named

## What the models said about ADP Workforce Now

- "ADP Workforce Now, Paycom, and Paycor are often top recommendations due to their scalability, comprehensive features, and strong support." (MiniMax M2.5, direct prompt, first choice)

## What the models said about ADP

- "Severe customer support issues ... Payroll processing failures — missed payrolls, tax filings not submitted" (DeepSeek V4 Flash, negative prompt, hard negative)
- "If your B2B business is mature, growing rapidly, or faces strict regulatory environments, ADP Workforce Now is the safer long-term investment." (Qwen 3.7 Flash, paraphrase prompt, first choice)
- "ADP is especially noted for being a tried and tested system for mid-sized companies operating across multiple states" (Mistral Small, paraphrase prompt, first choice)
- "I'd most often recommend ADP if your priorities are multi-state payroll, scalability, and a proven system." (Perplexity Sonar, paraphrase 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.