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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."
"The most useful feature of SAP Analytics Cloud is planning because it helps users with making predictions and forecasts. Clients can forecast, make data allocations, and other actions. The solution is useful for planning."
"One feature I've found most valuable is Discovery, a logistics tool that will place the dashboard for you on the fly and, for example, if you select a country, it will give the entire picture of where a product is high and where it is low."
"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."
"The SKU, the story build all are user- friendly. For the story build one just has to drag and drop it. And for the table, you just need some sort of selections and everything there."
"This is a very easy solution to learn."
"It offers good backup capabilities."
"SAP Business Data Cloud offers a Data Sphere platform for data orchestration and storage, providing excellent features while being connected with BTP and integrating SAP AI, machine learning, and general integration."
"SAP Analytics Cloud is easy to create charts with, and is a stable business intelligence platform. Easy to set up 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."
"Improvement could be made in the pricing of the product which is very expensive, more than Oracle and Power BI and similar solutions."
"What could be improved in SAP Analytics Cloud is integration, particularly in terms of extracting data from the source system. Currently, its data extraction mechanism doesn't have good integration and needs improvement."
"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."
"However, I must note that the process is quite lengthy. When it comes to purchasing or licensing, the account manager available in Saudi Arabia takes much longer to process."
"Figuring out how to navigate all of the products around Data Warehouse Cloud and SAP Analytics Cloud and BW for HANA is quite difficult."
"From a learning perspective, there needs to be better support from SAP. The learning documentation and software are not as robust as I would hope from SAP's side."
"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."
"The interface can be simplified because it is not a user-friendly experience."
 

Pricing and Cost Advice

Information not available
"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."
"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."
"SAP Analytics Cloud can be quite expensive."
"The pricing is based on an annual license and is rated a four out of ten."
"They are pursuing a highly assertive approach to target businesses of all sizes within the industry."
"The pricing of this product is reasonable."
"The tool's pricing is medium, and licensing costs are yearly."
"Compute and storage features should be sold separately."
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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

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: October 2026.
920,769 professionals have used our research since 2012.