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SAP Business Data Cloud vs Workday Prism Analytics comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 15, 2026

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

SAP Business Data Cloud
Ranking in BI (Business Intelligence) Tools
3rd
Average Rating
8.0
Reviews Sentiment
6.4
Number of Reviews
118
Ranking in other categories
Data Integration (7th), Business Performance Management (2nd), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (5th), Cloud Data Warehouse (6th)
Workday Prism Analytics
Ranking in BI (Business Intelligence) Tools
19th
Average Rating
8.6
Reviews Sentiment
7.6
Number of Reviews
5
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of July 2026, in the BI (Business Intelligence) Tools category, the mindshare of SAP Business Data Cloud is 2.8%, down from 4.1% compared to the previous year. The mindshare of Workday Prism Analytics is 0.9%, down from 1.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
SAP Business Data Cloud2.8%
Workday Prism Analytics0.9%
Other96.3%
BI (Business Intelligence) Tools
 

Featured Reviews

Pavlina Pankova - PeerSpot reviewer
Competence Leader - BI at Sabris CZ s.r.o.
Brings reporting, planning, and prediction together in one seamless workflow
I think the areas of SAP Analytics Cloud that could be improved or enhanced are mentioned by users or companies, and they would definitely mention the price in terms of planning licensing. From a consulting point of view, I don't see any major weaknesses. It is reasonably well-developed, and the perfect strength is that innovations are coming on a quarterly basis. It is slightly behind other tools in terms of the number of graphical outputs. Some tools have it faster, but every increment of innovations contains new features. On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family, for example, integrated business planning for the production planning. This is really a highlight compared to other tools.
Sarvesh Kumar Jha - PeerSpot reviewer
Senior Technology Consultant at PricewaterhouseCoopers
Provides great flexibility in terms of data transformation
I really like the flexibility the solution provides in terms of data transformation. Workday introduced Prism Analytics mainly because many clients wanted to merge data from different systems and then work with it to get some insights out of it. For that, they previously used tools like Power BI. Workday Prism Analytics gives you the power to do all the data transformations within Workday itself without taking out crucial data to a third system. I really like the way Workday has enabled Prism Analytics to be that one solution where you can bring everything. It also provides you the flexibility that things like the security model of Workday are still in place. You don't have to redo your security configuration if you do the data transformation outside Workday.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The financial reports are very easy to read at the end of the month, you can see your profits, and the reporting tools and graphs versus sending a report in Excel are great."
"Time to value has significantly increased because there is a lot less dependency on your traditional IT organization."
"The solution is stable."
"I like the connectivity the solution provides with other products, as one can see different data sources, such as SAP ERP and the in-house hub, create a business warehouse, and import multi-dimensional data from flat files and various sources."
"The most useful feature of SAP Analytics Cloud is planning because it helps users with making predictions and forecasts. Clients can forecast, make data allocations, and other actions. The solution is useful for planning."
"Using the integration between SAP HANA Cloud and SAP Business Data Cloud is the most efficient integration, and when it's all in one SAP ecosystem, that's when it actually shows and shines."
"SAP Business Data Cloud has positively impacted my organization by ensuring that there are multiple projects which are still on BW, so there will be very little downtime for them to use or to still keep reporting the existing data from BW."
"The biggest impact for me and my client comes from the integration and reporting aspects, as normally in BW/4HANA, high costs are incurred when purchasing separate features, but in SAP Business Data Cloud, all features can be accessed under one purchase."
"The solution is stable and reliable, with minimal issues affecting its performance."
"Feature-wise, I feel that the solution's stability is good."
"I really like the flexibility the solution provides in terms of data transformation."
"The customer service and support are pretty good."
"The product is easier to use compared to other applications."
 

Cons

"What I dislike about SAP Business Data Cloud is that the way they position the data products is a little confusing for users because it is fundamentally different whether you're using data products that SAP delivers."
"Statistical analysis should be a bit more profound than it is."
"I rate the scalability as a seven out of ten, as the solution occasionally falls to pieces and requires us to tweak our scripting."
"Improvement could be made in the pricing of the product which is very expensive, more than Oracle and Power BI and similar solutions."
"AI doesn't work as well with SAP live connections."
"Currently, I find the DevOps features to be lacking in SAP Business Data Cloud, and I hope that upcoming versions will enhance DevOps capabilities and provide better structured and unstructured data support."
"The performance of Data Product Generator to load data from BW to Data Sphere is really slow."
"Though it's the best placed product when working with an SAP BW backend, it still lacks a lot of functionalities when compared to other tools such as Power BI or Tableau."
"It is not a very scalable product."
"When you create certain objects, a lot of the time, the fields are text. They’re not numeric, date, or any other field type"
"The visualization techniques must be upgraded."
"There is not much flexibility in how we can add external data within Workday Prisma Analytics."
"One area for improvement in the solution is the ability to manually update individual rows or columns of data once it has been uploaded."
 

Pricing and Cost Advice

"The product is expensive."
"The pricing is reasonable."
"It's not that costly as such for the time being."
"Its price is slightly on the higher side."
"It is not the most expensive one. You have to do the cost-of-ownership analysis and take a lot of things into consideration to come up with the conclusion that it is cheaper or not, but its price is reasonable. It provides value for money."
"SAP Analytics Cloud is a bit higher [in price]. Because, if Microsoft can afford a better product and lower cost, SAP can afford at least the same, or even lower."
"It is a bit expensive, but really worth it, especially if you are already using other SAP tools."
"The tool's pricing is medium, and licensing costs are yearly."
"Based on whatever I have heard, Workday Prism Analytics is considered an expensive tool."
"The solution is very expensive."
"I do not know of the licensing cost, but there are additional costs like 5,00,000 for recruitment modules."
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Top Industries

By visitors reading reviews
Manufacturing Company
14%
Construction Company
8%
Financial Services Firm
8%
Retailer
7%
Financial Services Firm
12%
Healthcare Company
9%
Manufacturing Company
7%
Construction Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business44
Midsize Enterprise21
Large Enterprise72
No data available
 

Questions from the Community

Which would you choose - Tableau or SAP Analytics Cloud?
Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use. This relatively short amount of time can make all the difference for companies ...
What is your experience regarding pricing and costs for SAP Analytics Cloud?
I normally do not deal with the commercials, so I am not aware of the pricing part of it.
What needs improvement with SAP Analytics Cloud?
I think the areas of SAP Analytics Cloud that could be improved or enhanced are mentioned by users or companies, and they would definitely mention the price in terms of planning licensing. From a c...
What is your experience regarding pricing and costs for Workday Prism Analytics?
Based on whatever I have heard, Workday Prism Analytics is considered an expensive tool. In fact, that has been one of the hindrance factors for Workday in making Prism Analytics more sellable.
What needs improvement with Workday Prism Analytics?
I think there are still some gaps in the solution. There is not much flexibility in how we can add external data within Workday Prisma Analytics. For now, Workday has enabled the SFTP server and Am...
What is your primary use case for Workday Prism Analytics?
As a consultant, I use Prism Analytics to implement my client systems. I first have design sessions with them, where we discuss their business gaps and then understand how Workday Prism Analytics c...
 

Also Known As

SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub
Prism Analytics
 

Overview

 

Sample Customers

Ericsson, Vodafone, Google, Team Liquid, Ryder Cup, Accenture
Denny's
Find out what your peers are saying about SAP Business Data Cloud vs. Workday Prism Analytics and other solutions. Updated: June 2026.
904,016 professionals have used our research since 2012.