# Workday Adaptive Planning vs Planful: which do AI models recommend for workforce planning, September 2026

HR AI Recommendation Index, September 2026 Edition, Workforce planning. Four of twelve models named Workday Adaptive Planning first on the direct prompt; two named Planful. Page: https://hr-ai-index.com/planning/workforce-planning/workday-adaptive-planning-vs-planful/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Workday Adaptive Planning | 8% | #4 of 13 | 21% | 39 | 12 of 12 |
| Planful | 8% | #5 of 13 | 4% | 23 | 10 of 12 |

## The direct prompt, model by model

- DeepSeek V4 Flash: both first (first choices: Planful, Workday Adaptive Planning) (alternatives: ADP Workforce Now, ChartHop, Paylocity, Pigment, Visier)
- Perplexity Sonar: workday adaptive planning first (first choices: Workday Adaptive Planning) (alternatives: Abacum, HiBob, Paylocity, Visier)
- Mistral Small: workday adaptive planning first (first choices: Workday Adaptive Planning) (alternatives: ADP Workforce Now, HiBob, Paylocity, Planful, Visier)
- Llama 4 Maverick: workday adaptive planning first (first choices: Workday Adaptive Planning) (alternatives: Abacum, HiBob, Paylocity, Planful, Visier)
- Qwen 3.7 Flash: planful first (first choices: Planful) (alternatives: Abacum, Orgvue, Paylocity, Visier, Workday Adaptive Planning)
- GPT-5.4 mini: neither first, one named (first choices: HiBob) (alternatives: Anaplan, Rippling, Workday Adaptive Planning)
- Grok 4.1 Fast: neither first, one named (first choices: Rippling) (alternatives: ChartHop, Paylocity, Planful, Workday Adaptive Planning)
- Kimi K2: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, HiBob, Paylocity, Pigment, Workday Adaptive Planning)
- GLM 4.7 FlashX: neither first, one named (first choices: HiBob) (alternatives: Planful, Visier)
- Claude Haiku 4.5: neither named (first choices: ChartHop) (alternatives: Deel, HiBob, Paylocity, Pigment)
- Gemini 3.5 Flash: neither named (first choices: ChartHop) (alternatives: Abacum, Mosaic, Pigment, Rippling, TeamOhana)
- MiniMax M2.5: neither named (first choices: Dayforce, Visier) (alternatives: Workday)

## What the models said about Workday Adaptive Planning

- "you do not need the extreme complexity, high licensing costs, and long implementation times of enterprise legacy tools like Anaplan or Workday Adaptive Planning" (Gemini 3.5 Flash, direct prompt, soft negative)
- "without the extreme cost and complexity of enterprise tools (like Anaplan or Workday Adaptive Planning)" (Gemini 3.5 Flash, paraphrase prompt, soft negative)
- "avoid the heavy implementation overhead of enterprise tools like Workday Adaptive Planning or Anaplan" (Kimi K2, paraphrase prompt, soft negative)
- "Best for: Finance-led headcount planning... making it the best option for aligning recruiting plans directly with the CFO's budget." (Gemini 3.5 Flash, comparative prompt, first choice)
- "the best default choice is usually Workday Adaptive Planning if you need serious headcount, scenario, and budget planning" (Perplexity Sonar, direct prompt, first choice)
- "Ideal if you're already using Workday HCM and want seamless integration for workforce planning alongside financial planning." (Mistral Small, direct prompt, first choice)

## What the models said about Planful

- "Planful/PlanGuru — but these are usually more expensive" (GPT-5.4 mini, budget prompt, soft negative)
- "Planful often being the better fit if you want a more approachable mid-market FP&A tool that includes workforce planning" (GPT-5.4 mini, paraphrase prompt, first choice)
- "I'd recommend starting with Planful if you have 200+ employees and want strong finance integration" (MiniMax M2.5, paraphrase prompt, first choice)
- "Best Overall for Finance & HR Collaboration: Planful" (Qwen 3.7 Flash, direct prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.