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

 

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
47th
Ranking in Data Governance
46th
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
8th
Average Rating
8.0
Reviews Sentiment
6.4
Number of Reviews
103
Ranking in other categories
Data Integration (10th), Business Performance Management (2nd), Cloud Analytics (2nd), Predictive Analytics (2nd), Cloud Data Warehouse (10th)
 

Mindshare comparison

As of June 2026, in the BI (Business Intelligence) Tools category, the mindshare of AtScale Adaptive Analytics (A3) is 0.5%, up from 0.3% compared to the previous year. The mindshare of SAP Business Data Cloud is 2.7%, down from 4.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
SAP Business Data Cloud2.7%
AtScale Adaptive Analytics (A3)0.5%
Other96.8%
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."
"I like the predictive features of SAP. It's easy to use tools for an end-user."
"SAP Analytics Cloud is a very good tool, the feature that's most useful for me is the reporting as it can be done via Google Chrome, and the solution is also very nice, user-friendly, and easy to build, making it very easy to use the features of SAP Analytics Cloud."
"It is the best business intelligence platform."
"Considering the reporting part, I rate the tool a nine out of ten."
"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."
"It is easy to integrate with SAP ERP and BW systems, allowing smooth data transfer and live connections without much development."
"What I found most valuable was the connection between AI capabilities and trusted enterprise data."
"A robust solution."
 

Cons

"The product was not able to meet our 10 second refresh requirements."
"There was an issue with the incremental aggregation not working as indicated."
"The organization of the icons is not saved across users."
"Cost is quite high when I look at the market and competitors."
"I would also like to have more advanced features for predictive analytics."
"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."
"Sometimes we have difficulty connecting to a SharePoint list."
"The cost is an area that could be improved."
"The general management of this solution could be improved. The graphics or icons could also be improved to allow them to integrate with other environments on the web."
"I would rate SAP Analytics Cloud seven out of 10 because the product needs to mature a lot. SAP still needs to add several features to make it a robust BI solution."
"Pricing and support are integrated into the system. However, the support process can be challenging, particularly when navigating the SAP support site, which lacks user-friendliness and ease of access."
 

Pricing and Cost Advice

Information not available
"The tool's pricing is medium, and licensing costs are yearly."
"It's not that costly as such for the time being."
"It's quite expensive and costs a lot to maintain, especially with licensing."
"SAP pricing tends to be premium, so it is slightly higher."
"Its pricing is okay as compared to its competitors."
"The pricing is based on an annual license and is rated a four out of ten."
"The product is expensive."
"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."
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Top Industries

By visitors reading reviews
Healthcare Company
13%
Manufacturing Company
13%
Construction Company
9%
Financial Services Firm
9%
Manufacturing Company
15%
Financial Services Firm
8%
Construction Company
8%
Retailer
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business43
Midsize Enterprise21
Large Enterprise57
 

Questions from the Community

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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: May 2026.
899,324 professionals have used our research since 2012.