# Rippling vs Workforce.com: which do AI models recommend for workforce scheduling, October 2026

HR AI Recommendation Index, October 2026 Edition, Workforce scheduling. Two of fourteen models named Rippling first on the direct prompt; one named Workforce.com. Page: https://hr-ai-index.com/core/workforce-scheduling/rippling-vs-workforce-com/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Rippling | 4% | #6 of 11 | 20% | 10 | 7 of 14 |
| Workforce.com | 2% | #7 of 11 | 0% | 15 | 10 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: rippling first (first choices: Rippling) (alternatives: ADP Workforce Now, Dayforce, Deputy, Paychex Flex, UKG Pro, When I Work, Workforce.com)
- Qwen 3.7 Flash: rippling first (first choices: Rippling) (alternatives: Deputy, Workforce.com)
- Muse Glimmer 30B: workforce.com first (first choices: Deputy, Workforce.com) (alternatives: Shiftboard, When I Work)
- GPT-5.4 mini: neither first, one named (first choices: Deputy) (alternatives: Connecteam, Homebase, Rippling)
- Perplexity Sonar: neither first, one named (first choices: Deputy) (alternatives: Connecteam, TimeTrex, When I Work, Workforce.com)
- DeepSeek V4 Flash: neither first, one named (first choices: Deputy) (alternatives: Rippling, When I Work, Workforce.com)
- GLM 4.7 FlashX: neither first, one named (first choices: Deputy) (alternatives: Connecteam, Planday, Workforce.com)
- MiniMax M2.5: neither first, one named (first choices: Deputy) (alternatives: Connecteam, Quinyx, TimeTrex, Workforce.com)
- Gemini 3.5 Flash: neither named (first choices: Float) (alternatives: Assembled, Connecteam, Deputy, Kantata, Runn)
- Grok 4.1 Fast: neither named (first choices: Deputy) (alternatives: ADP Workforce Now, Connecteam, When I Work)
- Mistral Small: neither named (first choices: Dayforce, Deputy, Legion WFM, UKG Pro Workforce Management) (alternatives: Connecteam, Homebase, When I Work)
- Llama 4 Maverick: neither named
- Kimi K2: neither named (first choices: Deputy, When I Work) (alternatives: Homebase, ZoomShift)
- GPT-6 Luna: neither named (first choices: Deputy) (alternatives: UKG Pro Workforce Management, UKG Ready, Workday Resource Scheduling)

## What the models said about Workforce.com

- "Deputy and Workforce.com are the two platforms most reviewers put at the top" (Muse Glimmer 30B, direct 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.