# Homebase vs Rippling: which do AI models recommend for workforce planning, October 2026

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Homebase | 12% | #2 of 15 | 0% | 10 | 10 of 14 |
| Rippling | 4% | #8 of 15 | 10% | 29 | 13 of 14 |

## The direct prompt, model by model

- Grok 4.1 Fast: rippling first (first choices: HiBob, Rippling) (alternatives: ChartHop)
- GPT-5.4 mini: neither first, one named (first choices: Workday Adaptive Planning) (alternatives: Anaplan, HiBob, Rippling)
- Qwen 3.7 Flash: neither first, one named (first choices: ChartHop) (alternatives: Planful, Rippling, Visier)
- MiniMax M2.5: neither first, one named (first choices: HiBob) (alternatives: ChartHop, Paylocity, Rippling)
- Claude Haiku 4.5: neither named (first choices: ChartHop, HiBob) (alternatives: Paylocity, Planful, Visier)
- Gemini 3.5 Flash: neither named (first choices: ChartHop) (alternatives: Aleph, Cube, Lative, Mosaic, Pigment, Runn, TeamOhana)
- Perplexity Sonar: neither named (first choices: Paylocity) (alternatives: ChartHop, Drivetrain, HiBob, Workday Adaptive Planning)
- Mistral Small: neither named (first choices: ChartHop) (alternatives: Anaplan, Paylocity, Visier)
- DeepSeek V4 Flash: neither named (first choices: Abacum, Planful) (alternatives: ADP Workforce Now, Workday Adaptive Planning)
- Llama 4 Maverick: neither named
- Kimi K2: neither named (first choices: ChartHop) (alternatives: Abacum, Paylocity, Planful, Workday Adaptive Planning)
- GLM 4.7 FlashX: neither named (first choices: ChartHop) (alternatives: Anaplan, Paylocity, Visier, Workday Adaptive Planning)
- GPT-6 Luna: neither named (first choices: TeamOhana) (alternatives: Pigment, Workday Adaptive Planning)
- Muse Glimmer 30B: neither named (first choices: Abacum, Planful) (alternatives: ChartHop, Paylocity, Vena, Visier, Workday Adaptive Planning)

## What the models said about Homebase

- "For most budget-constrained companies, Homebase (if you have an hourly workforce) or Zoho People ... offer the best value." (DeepSeek V4 Flash, budget 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.