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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."
"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."
"In summary, SAP Business Data Cloud is now one platform that supports activities on both the SAP Analytics side and the AI side, making it a valuable product."
"The user interface is quite good for developing reports out of models."
"Technical support is helpful."
"The solution is stable."
"The product's native integration with SAP ERP systems is particularly valuable."
"Technical support is helpful."
"It is a comprehensive BI solution that provides reporting, planning, and predictive analytics in one solution."
 

Cons

"The product was not able to meet our 10 second refresh requirements."
"The organization of the icons is not saved across users."
"There was an issue with the incremental aggregation not working as indicated."
"It's quite expensive and costs a lot to maintain, especially with licensing."
"When it comes to planning there is a concern about the ability to match the exact requirements of the customer with what the product offers."
"Figuring out how to navigate all of the products around Data Warehouse Cloud and SAP Analytics Cloud and BW for HANA is quite difficult."
"SAP Business Data Cloud needs to be more reasonable in terms of costing."
"Some algorithms are complex and can't be processed by just tagging the data and expecting results."
"Now, improvements are coming quarterly whereas previously it was on a monthly basis. Even with this, it is still a market leader."
"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."
"I would like to see reporting to the Analytics cloud directly. As it is now, we can integrate text reports in Analytics Cloud, but every time we create a model then we have to design the reports."
 

Pricing and Cost Advice

Information not available
"Its price is slightly on the higher side."
"SAP Analytics can be very costly to license, which can make it difficult for organizations to implement."
"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."
"The product is expensive."
"They are pursuing a highly assertive approach to target businesses of all sizes within the industry."
"It's quite expensive and costs a lot to maintain, especially with licensing."
"The platform is about 50% more expensive than Power BI."
"It is an expensive solution."
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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

Ask a question
Earn 20 points
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.