Knowage vs SAP Business Data Cloud comparison

Why PeerSpot?

Knowage and SAP are both solutions in the BI (Business Intelligence) Tools category. Knowage is ranked #32, while SAP is ranked #3 with an average rating of 8.3. Knowage holds a 1.1% mindshare in BIT, compared to SAP’s 3.4% mindshare. Additionally, 85% of Knowage users are willing to recommend the solution, compared to 92% of SAP users who would recommend it.

Knowage

Read 18 Knowage reviews

4,165 Views
2,957 Comparison Views

85% willing to recommend

SAP Business Data Cloud

Read 120 SAP Business Data Cloud reviews

23,143 Views
12,729 Comparison Views

92% willing to recommend

Knowage

SAP Business Data Cloud

Comparison Buyer's Guide

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Executive SummaryUpdated on Apr 15, 2026

Knowage and SAP Business Data Cloud both compete in the business analytics domain. SAP Business Data Cloud appears to have the upper hand due to its advanced functionalities and scalable solutions, appealing to larger enterprises.

Features: Knowage provides robust data visualization, reporting, and self-service BI capabilities. It is known for its flexibility and adaptability, catering to smaller organizations. SAP Business Data Cloud offers extensive data integration, advanced analytics, and predictive modeling, supporting complex enterprise requirements. The comprehensive nature of SAP makes it particularly beneficial for larger organizations managing vast datasets.

Room for Improvement: Knowage could enhance its ease of customization for less technically skilled users and expand its integration capabilities. Additionally, improving community support would benefit open-source users. SAP Business Data Cloud might benefit from more intuitive user interfaces, reduced complexity for new users, and enhanced flexibility in deployment, making it more accessible for a broader range of users.

Ease of Deployment and Customer Service: Knowage focuses on ease of deployment with a simple installation process but can require more technical expertise for customization. SAP Business Data Cloud provides seamless cloud-based deployment with strong support services, facilitating collaborative and strategic enterprise-level implementations. It stands out for its robust support and resource availability, which is appealing for scalability.

Pricing and ROI: Knowage's open-source model offers low setup costs, resulting in high ROI for small to mid-sized companies that value customization. SAP Business Data Cloud demands a higher initial investment but justifies it with superior functionality and extensive service, delivering substantial long-term returns for large-scale operations.

To learn more, read our detailed Knowage vs. SAP Business Data Cloud Report (Updated: November 2026).

Buyer's Guide

Knowage vs. SAP Business Data Cloud

November 2026

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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

32nd

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Reporting (22nd)

SAP Business Data Cloud

Ranking in BI (Business Intelligence) Tools

3rd

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), Data Governance (10th), Cloud Data Warehouse (9th)

Mindshare comparison

As of November 2026, in the BI (Business Intelligence) Tools category, the mindshare of Knowage is 1.1%, up from 0.7% 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
Product	Mindshare (%)
SAP Business Data Cloud	3.4%
Knowage	1.1%
Other	95.5%

BI (Business Intelligence) Tools

Featured Reviews

AbdulshukoorMohammed

General Manager Information Technology & Enterprise Applications Manager at OXFORD HOLDING

Easy to customize, cross-platform capable, and very stable

The only challenge here is that it's a Java-based platform. It requires very high technical skills. When we come to the integration with the single sign-on facilities, that part is very challenging. In Power BI and other tools, it's very easy to integrate with active directory and single sign-on, and identity management is very easy in other business intelligence tools. However, when it comes to Knowage, it's a bit heavy, it's time-consuming sometimes, it's not very fast, and definitely not as fast as other business intelligence tools in terms of getting graphical reports. The solution could be cheaper.

Read full review

Pavlina Pankova

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.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"Unified interface, a lot of tools for BI, easy configuration, standalone SDK."

"SpagoBI makes delivering reports to our clients very easy."

"It's a great product. It has a lot more features than many other BI tools. You can get the most out of machine learning, the best connectivity to Python, and it cuts across enterprise sections."

"In terms of ROI, much better than any other solution when it offer full fledged features in open source, planned to have direct contact with SpagoBI for better support."

"The concept of engines is quite powerful allowing the user to work with report authoring/provisioning tools of their choice."

"Nice features available in SpagoBI compared with other open-source BI are Auditing, Collaborative BI, Query By Example, and User Profiling."

"Instead of just relying on emails to disperse our reports, having a central server to do this for us has helped our organization and has pushed us into a better place."

"The most valuable features to us are application implementation, development, and analysis."

More Knowage pros

"There is a really nice insight feature that I enjoy using."

"The stories have really been helpful in looking at specific scenarios and analyzing trends over periods of time."

"I strongly recommend this particular product because whatever I do in multiple tools, in reporting or dashboarding, for example, I carry out a planning process where everything is integrated, so I strongly recommend SAP."

"The integration aspects between SAP and SAP Business Data Cloud are pretty good and seamless, with multiple ways to take the data that all work seamlessly, and taking data out to Azure Data Lake using premium outbound as a service and replication flows in Data Sphere is really seamless."

"The product is stable, there are no bugs or glitches, it doesn't crash or freeze, and it's reliable."

"All of the modules that we used to have separately in our on-premises solution are now integrated into one platform."

"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."

"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."

More SAP Business Data Cloud pros

Cons

"The dashboard components could be better. They could do a lot more."

"When it comes to Knowage, it's a bit heavy, it's time-consuming sometimes, it's not very fast, and definitely not as fast as other business intelligence tools in terms of getting graphical reports."

"I encountered a lot of issues when I tried to integrate the map in order to realize Intelligent Location Dashboards."

"The only challenge here is that it's a Java-based platform. It requires very high technical skills."

"We are not happy with the poor graphic user interface. It looks a bit old and sometimes it is not properly user friendly."

"We had stability issues."

"Development of SpagoBI has now been moved to Knowage. Users interested in further developments of the platform will have to look there."

"Many things need to be improved, most of all robustness."

More Knowage cons

"In terms of what could be improved, I would say their positioning. Effectively there are too many parts from SAP in the planning and consolidation space."

"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."

"The technology used by the tool is old, making it an area where improvements are required."

"Pricing is fine for the BI license, but when it comes to client license, that fee is a bit high."

"The performance of Data Product Generator to load data from BW to Data Sphere is really slow."

"Learning the platform can be challenging for teams new to SAP modern data ecosystem."

"Documentation-wise, we see some gaps when trying to connect different solutions. Some generic documents are available, but the steps maintained are not accurate. There is room for improvement in documentation."

"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."

More SAP Business Data Cloud cons

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."

"This solution is pricey."

"They are pursuing a highly assertive approach to target businesses of all sizes within the industry."

"SAP Analytics Cloud is expensive. The price is a big issue if you compare it with other solutions from different vendors."

"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."

"It's quite expensive and costs a lot to maintain, especially with licensing."

"Its pricing is okay as compared to its competitors."

"SAP Analytics Cloud can be quite expensive."

"The pricing is based on an annual license and is rated a four out of ten."

More SAP Business Data Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

Construction Company

19%

Outsourcing Company

10%

Manufacturing Company

10%

Comms Service Provider

Media Company

13%

Outsourcing Company

13%

Manufacturing Company

12%

Construction Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	6
Large Enterprise	6

By reviewers
Company Size	Count
Small Business	47
Midsize Enterprise	22
Large Enterprise	79

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 ...

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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.

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What needs improvement with SAP Analytics Cloud?

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Comparisons

Tableau Enterprise vs Knowage

Compared 8% of the time

Pentaho Business Analytics vs Knowage

Compared 7% of the time

Procurify vs Knowage

Compared 6% of the time

Microsoft Power BI vs Knowage

Compared 5% of the time

Looker Studio vs Knowage

Compared 2% of the time

More Knowage Competitors

SAP BusinessObjects Business Intelligence vs SAP Business Data Cloud

Compared 15% of the time

Tableau Enterprise vs SAP Business Data Cloud

Compared 3% of the time

Microsoft Power BI vs SAP Business Data Cloud

Compared 3% of the time

Databricks vs SAP Business Data Cloud

Compared 3% of the time

Oracle Analytics Cloud vs SAP Business Data Cloud

Compared 2% of the time

More SAP Business Data Cloud Competitors

Product Reports

Buyer's Guide

Knowage

October 2026

Download Knowage product report

Buyer's Guide

SAP Business Data Cloud

September 2026

Download SAP Business Data Cloud product report

Also Known As

SpagoBI

SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub

Overview

Knowage is an open-source business intelligence suite offering features like engine concepts and report customization. It's favored for its integration capabilities and self-service BI functionality, allowing users to leverage cross-platform access and conduct comprehensive data analysis.

Knowage stands out in the BI landscape by providing tools that facilitate autonomous data exploration, with an emphasis on flexibility and extensive integration options. With capabilities for embedding reports and dynamic dashboards, it supports various analysis needs through integration with databases and tools like Jasper and BIRT. Despite its technical complexity and interface limitations, Knowage's features such as GIS integration and big data visualization enhance operational efficiency and profitability analysis.

What are the key features of Knowage?

Powerful engines: Facilitate complex data processing with high efficiency.
Report customization: Tailor reports to meet specific business requirements.
Cross-platform access: Enable data accessibility across different devices.
Open-source: Leverage the flexibility and cost-effectiveness of open-source solutions.
Embedding capabilities: Integrate seamlessly with tools like Jasper for enhanced functionality.
Python support: Use Python for advanced data correlation and analyses.
GIS integration: Incorporate geographical data for enriched insights.

What benefits should you consider in reviews?

Increased efficiency: Streamlined report deployment and big data visualization.
Comprehensive analysis: Tools for evaluating activities and profitability.
Data export options: Support for exporting data in preferred formats simplifies reporting tasks.
Operational cost savings: Eliminates the need for third-party BI solutions.

In the healthcare and financial sectors, Knowage is used for deriving insights from health data warehouses and performing financial analyses. Companies use it to create dashboards and reports from MySQL databases, embedding them for wider distribution, and enabling effective resource evaluation and decision-making.

Knowage

SAP Business Data Cloud (SAP BDC) is a unified, intelligent data platform — part of the SAP Business AI Platform — that governs SAP and third-party data through a business data fabric. As an evolution of our industry-leading data, analytics and planning solutions, Business Data Cloud brings together Datasphere, Analytics Cloud, and Business Warehouse with a unified experience that delivers transformational insights across all lines of business. By harmonizing mission-critical data with the business processes and logic that give it meaning, SAP BDC delivers a trusted foundation for analytics and AI, empowering data teams and business leaders to make faster, more confident decisions.

What are the most important features of SAP Business Data Cloud?

Unified Data Connectivity: Native integration with SAP applications and third-party sources, eliminating data silos
Business-ready data products: Fully managed SAP data products across all business processes, providing immediate access to high-quality, trusted data
Semantic Data Modeling: A business semantic layer ensures data is translated into consistent, business context across the enterprise
End-to-End Data Governance: Built-in lineage tracking, data quality management, access controls, and compliance support
AI-Assisted Analytics and Planning: Go from insights to action instantly with planning and analytics together in one solution
Open Data Architecture: Enable secure and seamless, zero-copy sharing of semantically rich SAP data into existing data platform environments

What benefits or ROI should users look for in SAP Business Data Cloud?

Accelerated Time to Insight: Less time cleaning and validating data means more time analyzing and acting
Reduced Data Management Costs: One platform replaces multiple point solutions, lowering licensing and IT overhead
Improved Data Trust and Quality: Embedded governance reduces the risk of decisions made on inaccurate or inconsistent data
Faster Compliance and Auditability: Built-in lineage and access controls streamline regulatory reporting and audit preparation
Enhanced Business Agility: Real-time data and self-service analytics help teams respond quickly without relying on IT
Maximized SAP Investment Value: Makes existing SAP transactional data fully accessible and analytics-ready
AI Readiness: A clean, governed data foundation accelerates confident AI and ML adoption across the business

SAP Business Data Cloud is a key component of SAP's vision for the autonomous enterprise. By unifying data connectivity, governance, semantic modeling, and analytics in a single cloud-native platform, SAP BDC eliminates fragmentation and complexity — serving as the connective tissue that ties your entire enterprise together and positioning organizations for long-term success in an AI-driven world.

SAP

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

Ericsson, Vodafone, Google, Team Liquid, Ryder Cup, Accenture

Buyer's Guide

Knowage vs. SAP Business Data Cloud

November 2026

Free Report: Knowage vs. SAP Business Data Cloud

Find out what your peers are saying about Knowage vs. SAP Business Data Cloud and other solutions. Updated: November 2026.

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