# Planful vs Workday Adaptive Planning: which do AI models recommend for corporate performance ma, October 2026

Finance AI Recommendation Index, October 2026 Edition, Corporate performance management. Nine of fourteen models named Planful first on the direct prompt; one named Workday Adaptive Planning. Page: https://finance-ai-index.com/planning/corporate-performance-management/planful-vs-workday-adaptive-planning/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Planful | 22% | #1 of 14 | 2% | 41 | 14 of 14 |
| Workday Adaptive Planning | 10% | #4 of 14 | 29% | 52 | 14 of 14 |

## The direct prompt, model by model

- MiniMax M2.5: both first (first choices: Planful, Workday Adaptive Planning) (alternatives: Cube, Prophix, Vena)
- GPT-5.4 mini: planful first (first choices: Planful, Vena) (alternatives: Board, Jedox, OneStream, Oracle Fusion Cloud EPM)
- Perplexity Sonar: planful first (first choices: Planful) (alternatives: Datarails, Drivetrain, Prophix, Workday Adaptive Planning)
- Grok 4.1 Fast: planful first (first choices: Planful, Prophix) (alternatives: OneStream, Workday Adaptive Planning)
- DeepSeek V4 Flash: planful first (first choices: Planful) (alternatives: Drivetrain, Pigment, Prophix, Vena)
- Llama 4 Maverick: planful first (first choices: Planful) (alternatives: Prophix, Workday Adaptive Planning)
- Qwen 3.7 Flash: planful first (first choices: Planful) (alternatives: Drivetrain, Prophix)
- GPT-6 Luna: planful first (first choices: Planful) (alternatives: NetSuite Planning and Budgeting, Vena, Workday Adaptive Planning)
- Muse Glimmer 30B: planful first (first choices: Planful, Prophix) (alternatives: Cube, Workday Adaptive Planning)
- Claude Haiku 4.5: neither first, one named (first choices: Drivetrain) (alternatives: Jedox, Planful, Prophix, Vena, Workday Adaptive Planning)
- Gemini 3.5 Flash: neither first, one named (first choices: Cube, Vena) (alternatives: Abacum, Datarails, Mosaic, Pigment, Planful, Prophix)
- Kimi K2: neither first, one named (first choices: Datarails, Drivetrain, Vena) (alternatives: Cube, Planful, Prophix)
- GLM 4.7 FlashX: neither first, one named (first choices: Cube, Prophix) (alternatives: Planful)
- Mistral Small: neither named (first choices: Profitbase EPM, Prophix) (alternatives: IBM Planning Analytics, Oracle Fusion Cloud EPM, Phocas Software)

## What the models said about Planful

- "Primary recommendation: Planful – best blend of speed, functionality, and price for most mid‑sized B2B firms" (MiniMax M2.5, paraphrase prompt, first choice)
- "Planful is the sweet spot. It's built for mid-market, doesn't require consultants to implement" (DeepSeek V4 Flash, paraphrase prompt, first choice)

## What the models said about Workday Adaptive Planning

- "it is recommended to avoid defaulting to Workday Adaptive if cost predictability across thousands of users is a top priority" (Llama 4 Maverick, negative prompt, hard negative)
- "Adaptive Insights (if you want a clean web interface). These two cover the vast majority of mid-sized B2B use cases effectively." (Qwen 3.7 Flash, 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.