# ADP Time & Attendance / Workforce Now: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 1 judge labels across 1 categories by 1 of 14 models. Page: https://hr-ai-index.com/vendors/adp-time-attendance-workforce-now/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Time and attendance | 0% | 31 | 0% | 1 |

## What the models said for it

- "Growing business that needs payroll + HR + time in one place: ADP Workforce Now or Paylocity." (GPT-5.4 mini, Time and attendance)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Time and attendance: 0% to 0%, ±0. New · not ranked in September 2026 · rank 31 of 86.

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, October 2026 Edition, hr-ai-index.com.