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Knowage vs SAP Analytics Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 1, 2025

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

Knowage
Ranking in BI (Business Intelligence) Tools
33rd
Average Rating
7.6
Reviews Sentiment
6.7
Number of Reviews
18
Ranking in other categories
Reporting (22nd)
SAP Analytics Cloud
Ranking in BI (Business Intelligence) Tools
5th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
72
Ranking in other categories
Predictive Analytics (3rd)
 

Mindshare comparison

As of February 2026, in the BI (Business Intelligence) Tools category, the mindshare of Knowage is 0.8%, up from 0.5% compared to the previous year. The mindshare of SAP Analytics Cloud is 2.2%, down from 4.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Market Share Distribution
ProductMarket Share (%)
SAP Analytics Cloud2.2%
Knowage0.8%
Other97.0%
BI (Business Intelligence) Tools
 

Featured Reviews

BS
Software Engineer at syntegra
Open-source with great embedding capabilities but the dashboards could be better
I know the initial setup is pretty straightforward. It doesn't take a long time to deploy. Even on your own personal computer, when you want to try it out, it doesn't take too long to get it running. For the initial setup, I'd say it's maybe a four out of five in terms of how easy it is. You need to add these Java dependencies and so forth, which can be a bit boring, however, it's almost perfect. To deploy Knowage usually takes about a day. In terms of the implementation strategy, it's just following the instructions that they give us on the installation and then just knowing how to handle the process. Usually, there is a group of engineers who do that for us and manage the server itself. If a team is knowledgeable, then it doesn't take a long time. When you need a new instance, it's very quick. The implementation strategy is based on just following instructions on the installation process from Knowage. For deployment and maintenance, we need just maybe two people simply to monitor the traffic coming in. However, it's maintained by people who were doing other jobs like maintaining our other server. They just monitor the Knowage server and make sure that it's up and running and that there are no bugs. There are not too many bugs coming out from the debugger.
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

"We can easily do our own customizations."
"The concept of engines is quite powerful allowing the user to work with report authoring/provisioning tools of their choice."
"The embedding feature is great."
"I can't name the features the way the Knowage community calls them because I still don't know the lingo. However, I can describe them. I like the ability to join more than one report, set all fields on one end, and replicate that on the other reports. I like that a lot. I think it's one of the features that got me using Knowage. They have tables, and I like that too. They took SQL scripts and many other scripts and enabled them to even correlate with Python. That's also one of the best things about Knowage. You could also decide to get information per user role, and this is also a feature that I like in Knowage."
"One feature I've found most valuable is discovery."
"The user interface is quite good for developing reports out of models."
"The solution is quite effective for collaborative planning."
"The features that are most valuable in SAP Analytics Cloud are the planning feature and the predictive analytics feature, though the planning feature needs to be more efficient."
"The Smart Predict, Smart Insights, and Smart Discovery predictive analysis features are quite good."
"The visualizations have been the most valuable feature."
"A robust solution."
"The capabilities of SAP Analytics Cloud that I consider the most valuable are that all three functionalities are in one tool, and because they are, you don't have to buy another tool to make planning, you don't have to buy another tool to implement prediction."
 

Cons

"The dashboard components could be better."
"It would be better if more resources were available to help us learn how to use it. I wanted to use Knowage for a more extended period, but learning materials around the product were not really available and were not really straightforward. I've also seen inconsistencies between versions. For example, under the tools, especially in the cockpit, the way you create reports is now different. You will also find some configurations within a particular state, like a line chart, which differs from version to version. I think consistency is an essential feature in a product, especially for business intelligence products."
"Development of SpagoBI has now been moved to Knowage. Users interested in further developments of the platform will have to look there."
"The only challenge here is that it's a Java-based platform. It requires very high technical skills."
"There is no direct connector from SAP to Redshift, so we are required to use a third-party product that was recommended by SAP."
"Custom visuals is another area of improvement. There are also some mobile features that are missing. There are features that aren't available on the mobile."
"The solution should include other scripting languages as well, such as Python."
"It is very expensive."
"What should be improved in SAP Analytics Cloud is the speed of importing information and data, e.g. from SAP S/4HANA. Gathering the data from the main database takes a bit of time."
"We are currently working on connectivity with S/4HANA, but we would like to have better connectivity with our legacy systems."
"Could be more user-friendly; somewhat complicated to use."
"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."
 

Pricing and Cost Advice

"Knowage is open-source, and an enterprise edition is also available."
"It allows the implementation of an effective reporting system using internal skills at a limited upfront cost."
"It is a bit expensive, but really worth it, especially if you are already using other SAP tools."
"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."
"The product is expensive."
"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 tool's pricing is medium, and licensing costs are yearly."
"The platform is about 50% more expensive than Power BI."
"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
Marketing Services Firm
13%
University
9%
Insurance Company
9%
Hospitality Company
9%
Manufacturing Company
18%
Financial Services Firm
8%
Retailer
7%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise6
Large Enterprise6
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise13
Large Enterprise39
 

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 do you like most about SAP Analytics Cloud?
In the data warehouse, you're free to make changes. You can make everything text, meaning it's always a string. Even numbers appear as text, giving you the flexibility to work with all columns.
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.
 

Also Known As

SpagoBI
SAP BusinessObjects Cloud
 

Overview

 

Sample Customers

FIAT Group, Italian air navigation service provider, Ministry of Education and Science of the Russian Federation, Telecom Italia, ASL Genovese, San Giovanni Battista University Hospital
Live Oak Bank
Find out what your peers are saying about Knowage vs. SAP Analytics Cloud and other solutions. Updated: February 2026.
881,665 professionals have used our research since 2012.