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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
120
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

"I like the predictive features of SAP; it's an easy to use tool for an end-user, you don't need a lot of technical knowledge to use the product, and it is very easy to learn and gives you flexibility in designing your own dashboard with its new analytics designer."
"Its user-friendliness is valuable. It is a product for end-users and not for IT, which is an advantage."
"One feature I've found most valuable is discovery."
"A point of differentiation in the market for Analytics Cloud compared to other analytics products, is it offers not only business intelligence within the application, but also it has inbuilt AI and machine learning capabilities that can be used not only by data scientist types in the organization, but for general users who can get the benefit of inbuilt predictive features in the tool."
"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."
"SAP Analytics Cloud provides benefits such as time savings and cost-effectiveness because anyone using a planning tool traditionally relies on Excel sheets to build planning."
"All of the modules that we used to have separately in our on-premises solution are now integrated into one platform."
"What my customers like best about SAP Analytics Cloud is the dashboard because it's pretty good."
"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 product is easier to use compared to other applications."
"The solution is stable and reliable, with minimal issues affecting its performance."
"The customer service and support are pretty good."
 

Cons

"In the live connection model, we can't create calculated dimensions, however, in the import model we can create them."
"Documentation-wise, we see some gaps when trying to connect different solutions. Some generic documents are available, but the steps maintained are not accurate. There is room for improvement in documentation."
"SAP Business Data Cloud needs to be more reasonable in terms of costing."
"If SAP Business Data Cloud could elaborate on some areas in the future, I could say insights are currently the default, representing your data into pie charts and chart patterns."
"Live Data Models are very slow and the setup can be improved, with tools such as Cloud Connector being inbuilt into SAP Analytics Cloud. Likewise, we need to write application code from scratch, rather than tweaking existing code, as we might with Excel macros. Moreover, when using responsive pages, the widgets get adjusted according to the mobile screen. As a result, when I place two or three KPI tiles, they can only be viewed tile-by-tile. We want to see the full dashboard on the mobile screen and zoom in to click on a particular section of the dashboard and go further into that. But displaying tile-by-tile makes it very annoying and the upper management using this dashboard might not be aware there are any more tiles to view."
"However, there are areas of improvement, particularly in terms of visualization. The front-end interface of SAP Analytics Cloud is not as impressive as Tableau and Power BI. The charts in other solutions have a more visually appealing and customizable look, while in SAP Analytics Cloud, there's a lack of alignment between numbers and charts. This graphical aspect, especially concerning charts, is not as satisfactory in SAP Analytics Cloud compared to its counterparts."
"Regarding performance and user experience in SAP Business Data Cloud, it is currently a product that is not fully matured yet."
"In terms of what could be improved, I would say their positioning. Effectively there are too many parts from SAP in the planning and consolidation space."
"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."
"When you create certain objects, a lot of the time, the fields are text. They’re not numeric, date, or any other field type"
"It is not a very scalable product."
 

Pricing and Cost Advice

"SAP Analytics can be very costly to license, which can make it difficult for organizations to implement."
"The pricing is reasonable."
"It is an expensive solution."
"The tool's pricing is medium, and licensing costs are yearly."
"Its pricing is okay as compared to its competitors."
"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."
"This solution offers value for money and you get what you pay for."
"SAP Analytics Cloud can be quite expensive."
"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."
"Based on whatever I have heard, Workday Prism Analytics is considered an expensive tool."
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Top Industries

By visitors reading reviews
Manufacturing Company
13%
Outsourcing Company
9%
Media Company
9%
Financial Services Firm
7%
Financial Services Firm
12%
Healthcare Company
8%
Manufacturing Company
7%
Construction Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business45
Midsize Enterprise21
Large Enterprise75
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.
906,781 professionals have used our research since 2012.