# Factorial vs ADP Workforce Now: which do AI models recommend for leave, October 2026

HR AI Recommendation Index, October 2026 Edition, Leave and absence management. Zero of fourteen models named Factorial first on the direct prompt; one named ADP Workforce Now. Page: https://hr-ai-index.com/core/leave-and-absence-management/factorial-vs-adp-workforce-now/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Factorial | 4% | #6 of 14 | 17% | 12 | 8 of 14 |
| ADP Workforce Now | 2% | #8 of 14 | 29% | 17 | 9 of 14 |

## The direct prompt, model by model

- Grok 4.1 Fast: adp workforce now first (first choices: ADP Workforce Now, BambooHR) (alternatives: AbsenceSoft, HiBob, Vacation Tracker)
- Qwen 3.7 Flash: neither first, one named (first choices: BambooHR) (alternatives: ADP Workforce Now, Deel, Remote, Rippling, UKG Ready)
- Kimi K2: neither first, one named (first choices: HiBob) (alternatives: ADP Workforce Now, BambooHR, Leapsome, UKG Pro)
- Claude Haiku 4.5: neither named (first choices: Rippling) (alternatives: BambooHR, HROne, Namely)
- GPT-5.4 mini: neither named (first choices: Rippling) (alternatives: AbsenceSoft, BambooHR, Namely)
- Gemini 3.5 Flash: neither named (first choices: HiBob, Rippling) (alternatives: Calamari, Cocoon, Tilt, Vacation Tracker)
- Perplexity Sonar: neither named (first choices: Rippling) (alternatives: BambooHR, Zoho People)
- Mistral Small: neither named (first choices: BambooHR, HiBob) (alternatives: LeaveBoard, Vacation Tracker)
- DeepSeek V4 Flash: neither named (first choices: BambooHR) (alternatives: Deel, Rippling)
- Llama 4 Maverick: neither named (first choices: Vacation Tracker) (alternatives: Namely, TimeOff.Management)
- GLM 4.7 FlashX: neither named (first choices: BambooHR) (alternatives: Dayforce, Rippling, UKG Pro)
- MiniMax M2.5: neither named (first choices: BambooHR) (alternatives: Rippling, TimeOff.Management, e-days)
- GPT-6 Luna: neither named (first choices: Tilt) (alternatives: AbsenceSoft, Sparrow)
- Muse Glimmer 30B: neither named (first choices: BambooHR, HiBob) (alternatives: Rippling, Vacation Tracker, e-days)

## What the models said about Factorial

- "Factorial's deeper features can feel unpolished compared to more established tools, and customer support has been a mixed experience" (Claude Haiku 4.5, negative prompt, soft negative)
- "Factorial has received complaints about unilateral price doubling without notice" (MiniMax M2.5, negative prompt, soft negative)
- "Factorial if you want a broader HR platform with PTO as one part of a larger system" (Perplexity Sonar, paraphrase prompt, first choice)
- "Deel HR or Factorial would be top recommendations" (Mistral Small, 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.