# ADP Workforce Now vs Connecteam: which do AI models recommend for time and attendance, October 2026

HR AI Recommendation Index, October 2026 Edition, Time and attendance. Four of fourteen models named ADP Workforce Now first on the direct prompt; one named Connecteam. Page: https://hr-ai-index.com/core/time-and-attendance/adp-workforce-now-vs-connecteam/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| ADP Workforce Now | 10% | #3 of 15 | 10% | 29 | 13 of 14 |
| Connecteam | 8% | #6 of 15 | 0% | 21 | 11 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: adp workforce now first (first choices: ADP Workforce Now, UKG Ready) (alternatives: Paylocity, Rippling)
- Mistral Small: adp workforce now first (first choices: ADP Workforce Now) (alternatives: BambooHR Time Tracking, Paycor)
- MiniMax M2.5: adp workforce now first (first choices: ADP Workforce Now, Paylocity) (alternatives: Rippling, TimeCamp, UKG Pro)
- Muse Glimmer 30B: adp workforce now first (first choices: ADP Workforce Now) (alternatives: BambooHR Time Tracking, Calamari, Connecteam, UKG Pro / UKG Ready)
- GLM 4.7 FlashX: connecteam first (first choices: Connecteam, Paylocity) (alternatives: BambooHR Time Tracking, Buddy Punch, Paycom, QuickBooks Time)
- Gemini 3.5 Flash: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, Everhour, Harvest, Jibble, TCP Software, TimeClock Plus)
- Grok 4.1 Fast: neither first, one named (first choices: Paylocity, UKG Ready) (alternatives: ADP Workforce Now, Buddy Punch, QuickBooks Time)
- DeepSeek V4 Flash: neither first, one named (first choices: UKG Ready) (alternatives: ADP Workforce Now, Deputy, Paycom, QuickBooks Time)
- Kimi K2: neither first, one named (first choices: Rippling) (alternatives: Connecteam, Deputy, Paylocity, UKG Ready)
- GPT-6 Luna: neither first, one named (first choices: UKG Ready) (alternatives: ADP Workforce Now, Deputy, Paylocity)
- Claude Haiku 4.5: neither named (first choices: Factorial) (alternatives: BambooHR Time Tracking, Jibble, Paylocity, Synerion)
- Perplexity Sonar: neither named (first choices: Paylocity) (alternatives: Factorial, Paycor, QuickBooks Time, UKG Ready)
- Llama 4 Maverick: neither named (alternatives: BambooHR Time Tracking, Humanity Time, Paycor)
- Qwen 3.7 Flash: neither named (first choices: Paylocity) (alternatives: Deputy, Replicon, UKG Pro)

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.