Datarails vs Workday Adaptive Planning
Eight of twelve models named Datarails first on the direct prompt; zero named Workday Adaptive Planning. Datarails was named by eleven of the twelve models and Workday Adaptive Planning by eleven and Datarails carries 21 labels and Workday Adaptive Planning 17, 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 twelve 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 twelve modelsWorkday Adaptive Planning
Across every category in the September 2026 Edition, Datarails and Workday Adaptive Planning were named in the same answer 112 times, of the 273 answers naming Datarails and the 386 naming Workday Adaptive Planning. In those answers Workday Adaptive Planning took the first choice three times and Datarails thirteen.
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 4.1 Fast | | | | | ||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | | ||||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | |
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 12 modelsWorkday Adaptive Planning was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 of 12 modelsThe answer made no first choice from these two in this category.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
Datarails2%#10 of 13Workday Adaptive Planning0%#– of 13Datarails19%#1 of 8Workday Adaptive Planning4%#7 of 8Workday Adaptive Planning3%#4 of 7Datarails0%#– of 7What the models said about Datarails
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Avoid pricier dedicated tools like Finmark ($50+/month) or Datarails until revenue grows” Grok 4.1 Fast · budget prompt · hard negative
“Datarails is widely considered the best financial modeling software for most mid-market B2B companies” MiniMax M2.5 · direct prompt · first choice
“If you rely heavily on Excel and want a seamless transition, Datarails is the top pick.” Mistral Small · 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. Two of two in this category shown.
“You generally want to avoid enterprise-grade tools (like Anaplan or Workday) which cost thousands per month.” Qwen 3.7 Flash · budget prompt · hard negative
“I'd recommend Workday Adaptive Planning if you want the best balance of usability, guided finance workflows, and solid scenario modeling” Perplexity Sonar · paraphrase prompt · first choice
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.