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SAP Business Data Cloud vs Workday Prism Analytics comparison

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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
6.3
Number of Reviews
120
Ranking in other categories
Data Integration (7th), Business Performance Management (2nd), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (4th), Cloud Data Warehouse (4th)
Workday Prism Analytics
Ranking in BI (Business Intelligence) Tools
34th
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 October 2026, in the BI (Business Intelligence) Tools category, the mindshare of SAP Business Data Cloud is 3.2%, down from 3.5% compared to the previous year. The mindshare of Workday Prism Analytics is 0.9%, down from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
SAP Business Data Cloud3.2%
Workday Prism Analytics0.9%
Other95.9%
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

"SAP Business Data Cloud helps the company by providing a space where we can trust all our data to SAP, and leadership can make decisions faster with less effort."
"This tool is very useful; when I do my analysis there, the AI tool helps me a lot to understand the data and what I need to do."
"The best features of SAP Business Data Cloud include a very important capability that allows data sharing without moving data, which is a very useful option."
"We mainly use Analytics Cloud because it integrates with other SAP solutions, as our ERP is an SAP product and our back-end is SAP Business Warehouse, so integration is an essential factor."
"The most valuable features are the visualization and user-friendliness; it's like a self-service platform, and if the connectivity is good then anyone can log in and use it."
"What I like best about this solution is that it is built into the SAP line, making it easier to integrate with other SAP products."
"There is a real-time reporting mechanism in place. SAP Analytics Cloud operates on the SAP S/4HANA database, ensuring real-time reporting is always available. This capability allows the business to monitor cash inflows and outflows at any given moment easily."
"Transitioning from BW to SAP Business Data Cloud made our daily data operations faster because SAP provides a clear path for migrations."
"The solution is stable and reliable, with minimal issues affecting its performance."
"I really like the flexibility the solution provides in terms of data transformation."
"Feature-wise, I feel that the solution's stability is good."
"The customer service and support are pretty good."
"The product is easier to use compared to other applications."
 

Cons

"The analytics app is designed for programmers. You need to know programming languages in order to use the solution effectively, and some users aren't programmers."
"SAP could add some more visualization features to Analytics Cloud, like charts and analytics. I would also like to see some more data cleaning and ad hoc functions added to this solution."
"I would not say SAP Business Data Cloud is stable at this point because we receive new updates and fixes from SAP every week."
"It's lacking a bit in maturity and we find we can't replace our existing mode 1 analytics tool until it's improved."
"SAP has always had one problem with its products, they make them very closed systems that are difficult to integrate."
"The disadvantage I see for SAP Business Data Cloud is that while it is a powerful platform, it is not a very universal solution due to the high cost of ownership and dependency on data quality, leading to a situation of garbage in, garbage out."
"The scope is limited to a few accounts."
"There are significant hindrances in the reliability area of SAP Business Data Cloud related to connections. On one project, we created two to three connections for each module; however, when we moved from the development phase to the UAT or quality check phase, we found that our connections had expired, which meant redevelopment work, loss of time and money, and we also lost the trust of the customer."
"The visualization techniques must be upgraded."
"One area for improvement in the solution is the ability to manually update individual rows or columns of data once it has been uploaded."
"There is not much flexibility in how we can add external data within Workday Prisma Analytics."
"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"
 

Pricing and Cost Advice

"This solution offers value for money and you get what you pay for."
"It Wasn't directly involved in the pricing discussions, but when I joined the organization, they had already purchased the SAP Analytics Cloud solution. The organization faced challenges due to its perceived expense, leading to restrictions on granting access to many users."
"SAP Analytics Cloud is expensive. The price is a big issue if you compare it with other solutions from different vendors."
"The tool's pricing is medium, and licensing costs are yearly."
"The premium option is very expensive at five thousand dollars. I use the nine hundred and ninety-nine dollar option."
"I don't have the exact price for SAP Analytics Cloud, but it could be improved and made cheaper, especially when compared to Power BI."
"It is a bit expensive, but really worth it, especially if you are already using other SAP tools."
"It is an expensive solution."
"The solution is very expensive."
"Based on whatever I have heard, Workday Prism Analytics is considered an expensive tool."
"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
Media Company
14%
Outsourcing Company
13%
Manufacturing Company
11%
Construction Company
7%
Financial Services Firm
11%
Healthcare Company
9%
Construction Company
8%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business47
Midsize Enterprise22
Large Enterprise79
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...
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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
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Find out what your peers are saying about SAP Business Data Cloud vs. Workday Prism Analytics and other solutions. Updated: September 2026.
915,383 professionals have used our research since 2012.