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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
44th
Ranking in Data Governance
41st
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
10th
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
120
Ranking in other categories
Data Integration (11th), Business Performance Management (4th), Cloud Analytics (2nd), Predictive Analytics (2nd), Cloud Data Warehouse (9th)
 

Mindshare comparison

As of November 2026, in the BI (Business Intelligence) Tools category, the mindshare of AtScale Adaptive Analytics (A3) is 0.5%, down from 0.5% compared to the previous year. The mindshare of SAP Business Data Cloud is 3.4%, up from 3.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
SAP Business Data Cloud3.4%
AtScale Adaptive Analytics (A3)0.5%
Other96.1%
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."
"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."
"What my customers like best about SAP Analytics Cloud is the dashboard because it's pretty good."
"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."
"I don't find any negative aspects of SAP Business Data Cloud, to be very honest."
"Since implementing SAP Business Data Cloud, reporting has become 30 to 50 percent faster as business data no longer needs to be manually consolidated from multiple systems."
"We use both Tableau and SAP Analytics Cloud, and sometimes we find that SAP Analytics performs better than Tableau."
"SAP Business Data Cloud provides a very seamless experience because within one package we gain AI-infused capabilities, analytical features, and planning tools that enable deeper insights and more informed business decisions based on comprehensive data analysis."
"The visualizations have been the most valuable feature."
 

Cons

"The organization of the icons is not saved across users."
"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 platform could easily integrate with other ERP data solutions. Additionally, it should be faster compared to competitors in the cloud space."
"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."
"The scope is limited to a few accounts."
"Sometimes we have difficulty connecting to a SharePoint list."
"The solution should include other scripting languages as well, such as Python."
"I have not yet seen a return on investment with SAP Business Data Cloud."
"The price of SAP Analytics Cloud varies in perception among customers. Some customers say it's overpriced while others say it's reasonable; it depends on the use case and the type of customer."
"SAP Analytics cloud needs better exporting options."
 

Pricing and Cost Advice

Information not available
"This solution offers value for money and you get what you pay for."
"The tool's pricing is medium, and licensing costs are yearly."
"Its licensing is on a monthly basis."
"The pricing of this product is reasonable."
"The product is expensive."
"Its pricing is okay as compared to its competitors."
"SAP Analytics Cloud can be quite expensive."
"The price is competitive. There is a power user license and normal user license, but the normal user license is reasonable."
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Top Industries

By visitors reading reviews
Comms Service Provider
15%
Healthcare Company
13%
Manufacturing Company
11%
Construction Company
10%
Media Company
13%
Outsourcing Company
13%
Manufacturing Company
12%
Construction Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business47
Midsize Enterprise22
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: October 2026.
920,769 professionals have used our research since 2012.