# Zoho People vs ADP Workforce Now: which do AI models recommend for HRIS and HCM platforms, September 2026

HR AI Recommendation Index, September 2026 Edition, HRIS and HCM platforms. Zero of twelve models named Zoho People first on the direct prompt; five named ADP Workforce Now. Page: https://hr-ai-index.com/core/hris-and-hcm-platforms/zoho-people-vs-adp-workforce-now/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Zoho People | 22% | #2 of 12 | 15% | 13 | 12 of 12 |
| ADP Workforce Now | 15% | #4 of 12 | 12% | 34 | 12 of 12 |

## The direct prompt, model by model

- Grok 4.1 Fast: adp workforce now first (first choices: ADP Workforce Now) (alternatives: BambooHR, Paylocity, Rippling, UKG Pro)
- Mistral Small: adp workforce now first (first choices: ADP Workforce Now) (alternatives: BambooHR, HiBob, Paylocity)
- Llama 4 Maverick: adp workforce now first (first choices: ADP Workforce Now) (alternatives: BambooHR, HiBob, Paylocity)
- GLM 4.7 FlashX: adp workforce now first (first choices: ADP Workforce Now) (alternatives: BambooHR, Dayforce, HiBob, Paycor, Paylocity, Personio, Rippling, UKG Pro)
- MiniMax M2.5: adp workforce now first (first choices: ADP Workforce Now) (alternatives: HiBob, Workday HCM)
- GPT-5.4 mini: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, HiBob)
- Perplexity Sonar: neither first, one named (first choices: HiBob) (alternatives: ADP Workforce Now, BambooHR, Paylocity, Rippling)
- DeepSeek V4 Flash: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, BambooHR, HiBob, Paylocity)
- Qwen 3.7 Flash: neither first, one named (first choices: BambooHR) (alternatives: ADP Workforce Now, HiBob, Rippling)
- Kimi K2: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, BambooHR, Workday HCM)
- Claude Haiku 4.5: neither named (first choices: HiBob) (alternatives: Namely, Paylocity, Rippling)
- Gemini 3.5 Flash: neither named (first choices: Rippling) (alternatives: BambooHR, HiBob, Paylocity)

## What the models said about Zoho People

- "Sentiment trends negative at roughly 60 to 75 percent negative" (Claude Haiku 4.5, negative prompt, hard negative)
- "The user interface is functional but clunky, and the learning curve is steeper than modern, premium competitors." (Gemini 3.5 Flash, budget prompt, soft negative)
- "For the smallest budgets, start with Zoho People (free up to 5 employees, then $1.25/employee) or Deel HR (free entirely)" (DeepSeek V4 Flash, budget prompt, first choice)

## What the models said about ADP Workforce Now

- "Platforms to be cautious about include: ADP Workforce Now: Users frequently report that the system is clunky and not user-friendly... Why avoid them?" (GLM 4.7 FlashX, negative prompt, hard negative)
- "Sentiment skews strongly negative at roughly 70 to 85 percent negative, with common themes including a clunky interface, difficult implementations" (Claude Haiku 4.5, negative prompt, hard negative)
- "Possibly the most widely criticized for user experience and support." (DeepSeek V4 Flash, negative prompt, hard negative)
- "| ADP Workforce Now | ~$160/employee | Midsize + enterprise | Decades of payroll expertise, global compliance, AI-powered tools |" (GLM 4.7 FlashX, direct prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.