# ADP Workforce Now vs Benefitfocus: which do AI models recommend for benefits administration, September 2026

HR AI Recommendation Index, September 2026 Edition, Benefits administration. One of twelve models named ADP Workforce Now first on the direct prompt; zero named Benefitfocus. Page: https://hr-ai-index.com/core/benefits-administration/adp-workforce-now-vs-benefitfocus/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| ADP Workforce Now | 2% | #7 of 14 | 18% | 28 | 12 of 12 |
| Benefitfocus | 2% | #8 of 14 | 13% | 23 | 10 of 12 |

## The direct prompt, model by model

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

## What the models said about ADP Workforce Now

- "Mid-market payroll and Human Capital Management (HCM) systems (such as ADP Workforce Now, Rippling, Gusto, or Paylocity) that sell benefits administration as an "add-on"" (Gemini 3.5 Flash, negative prompt, soft negative)

## What the models said about Benefitfocus

- ""Worst support EVER" – very poor responsiveness after open enrollment" (GLM 4.7 FlashX, negative prompt, hard negative)
- "Avoid for Support-Reliant Organizations" (DeepSeek V4 Flash, negative prompt, hard negative)
- "## Top Recommendation: Benefitfocus" (GLM 4.7 FlashX, paraphrase prompt, first choice)
- "You want a carrier‑grade, self‑service portal for employees | Benefitfocus" (GLM 4.7 FlashX, direct prompt, alternative)
- "Excels in employee experience and engagement, with strong plan navigation tools." (MiniMax M2.5, comparative prompt, alternative)

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.