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AtScale Adaptive Analytics (A3) vs SAP Business Data Cloud comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 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

AtScale Adaptive Analytics ...
Ranking in BI (Business Intelligence) Tools
45th
Ranking in Data Governance
43rd
Average Rating
5.0
Number of Reviews
1
Ranking in other categories
Data Virtualization (7th), BI on Hadoop (1st)
SAP Business Data Cloud
Ranking in BI (Business Intelligence) Tools
3rd
Ranking in Data Governance
4th
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
121
Ranking in other categories
Data Integration (6th), Business Performance Management (2nd), Cloud Analytics (2nd), Predictive Analytics (2nd), Cloud Data Warehouse (5th)
 

Mindshare comparison

As of September 2026, in the BI (Business Intelligence) Tools category, the mindshare of AtScale Adaptive Analytics (A3) is 0.5%, up from 0.5% compared to the previous year. The mindshare of SAP Business Data Cloud is 3.0%, down from 3.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
SAP Business Data Cloud3.0%
AtScale Adaptive Analytics (A3)0.5%
Other96.5%
BI (Business Intelligence) Tools
 

Featured Reviews

it_user822762 - PeerSpot reviewer
Senior BI and Reporting Analyst at a financial services firm with 10,001+ employees
The GUI interface is nice and easy to use, but the organization of the icons is not saved across users
Connecting to a Hadoop database to create a cube to connect to Tableau. We want to be able to easily create cubes which can be connected to Tableau for visualization The product had many issues. We had great collaboration with the product development team, but the product was not able to meet our…
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.

Quotes from Members

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

Pros

"The GUI interface is nice and easy to use."
"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."
"All of the modules that we used to have separately in our on-premises solution are now integrated into one platform."
"It is the best business intelligence platform."
"The most valuable feature of SAP Business Data Cloud is not really limited to BDC itself, it's the two core applications, which are SAC and Data Sphere, and I think seamless planning is the number one feature that is really advantageous to users and really something that stands out for SAP versus everybody else because no other tool has that feature."
"What I appreciate about SAP Analytics Cloud is the AI features, which include interactive dashboards, drill-down capabilities, linked dimensions, and the ability to integrate more than one model in the same story."
"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."
"I like the predictive features of SAP. It's easy to use tools for an end-user."
"It offers good backup capabilities."
 

Cons

"There was an issue with the incremental aggregation not working as indicated."
"The product was not able to meet our 10 second refresh requirements."
"The organization of the icons is not saved across users."
"If the application has many pages or a page with more charts, it tends to load slowly."
"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."
"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 also like to have more advanced features for predictive analytics."
"The business intelligence features should be improved because there is a lack of functionality regarding that part."
"On the pricing point, I would say it is quite high compared to other solutions that are available in the market."
"My experience with pricing, setup cost, and licensing of SAP Business Data Cloud is that it is very high compared to implementation costs."
"SAP has always had one problem with its products, they make them very closed systems that are difficult to integrate."
 

Pricing and Cost Advice

Information not available
"SAP pricing tends to be premium, so it is slightly higher."
"This solution offers value for money and you get what you pay for."
"They are pursuing a highly assertive approach to target businesses of all sizes within the industry."
"SAP Analytics Cloud is expensive. The price is a big issue if you compare it with other solutions from different vendors."
"Compute and storage features should be sold separately."
"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."
"Its price is slightly on the higher side."
"The product is expensive."
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Top Industries

By visitors reading reviews
Healthcare Company
14%
Comms Service Provider
14%
Manufacturing Company
12%
Construction Company
10%
Media Company
14%
Outsourcing Company
12%
Manufacturing Company
11%
Construction Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business48
Midsize Enterprise21
Large Enterprise79
 

Questions from the Community

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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...
 

Also Known As

AtScale, AtScale Intelligence Platform
SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub
 

Overview

 

Sample Customers

Rakuten, TD Bank, Aetna, Glaxo-Smith Kline, Biogen, Toyota, Tyson
Ericsson, Vodafone, Google, Team Liquid, Ryder Cup, Accenture
Find out what your peers are saying about Microsoft, Salesforce, SAP and others in BI (Business Intelligence) Tools. Updated: September 2026.
913,806 professionals have used our research since 2012.