Datarails vs Workday Adaptive Planning
Eight of fourteen models named Datarails first on the direct prompt; three named Workday Adaptive Planning. Datarails was named by thirteen of the fourteen models and Workday Adaptive Planning by ten and Datarails carries 27 labels and Workday Adaptive Planning 20, so the shares are not directly comparable.
Named in ten categories this edition.
Named in seven categories this edition.
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; every quote names the model and the prompt it came from. Both figures come from the financial modeling and scenario planning page.
By framing
DatarailsFirst choices, of fourteen modelsWorkday Adaptive Planning
Across every category in the November 2026 Edition, Datarails and Workday Adaptive Planning were named in the same answer 160 times, of the 406 answers naming Datarails and the 498 naming Workday Adaptive Planning. In those answers Workday Adaptive Planning took the first choice eight times and Datarails twelve.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | | | |||
| Gemini 3.5 Flash | | | ||||
| Perplexity Sonar | | | ||||
| Grok 4.20 | | | | |||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | | |
Datarails Workday Adaptive Planning first choice named as an alternative argued againstblank: not namedEach cell is one answer, Datarails on the left and Workday Adaptive Planning on the right.The direct prompt
Datarails first, Workday Adaptive Planning not the choice
8 of 14 modelsWorkday Adaptive Planning was named in the answer but not as the choice, or not at all.Workday Adaptive Planning first, Datarails not the choice
3 of 14 modelsDatarails was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Datarails0%#12 of 16Workday Adaptive Planning0%#15 of 16Datarails16%#2 of 11Workday Adaptive Planning9%#5 of 11Workday Adaptive Planning8%#2 of 11Datarails0%#– of 11What the models said about Datarails
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Datarails is called out as a strong fit for Excel-native finance teams particularly those managing multiple entities thanks to 600+ integrations.” Muse Glimmer 30B · scale prompt · first choice
“For most mid-market finance teams, especially those managing multiple entities in Excel, Datarails is the best financial modeling software” Claude Haiku 4.5 · direct prompt · first choice
What the models said about Workday Adaptive Planning
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Skip enterprise platforms like Anaplan, OneStream, Oracle EPM, or Workday Adaptive Planning” DeepSeek V4 Flash · budget prompt · hard negative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.