Knowage vs SAP Business Data Cloud comparison

Knowage and SAP are both solutions in the BI (Business Intelligence) Tools category. Knowage is ranked #34, while SAP is ranked #3 with an average rating of 8.3. Knowage holds a 1.1% mindshare in BIT, compared to SAP’s 2.9% 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

3,099 Views
2,262 Comparison Views

85% willing to recommend

SAP Business Data Cloud

Read 121 SAP Business Data Cloud reviews

16,796 Views
9,238 Comparison Views

92% willing to recommend

Knowage

SAP Business Data Cloud

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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: August 2026).

Buyer's Guide

Knowage vs. SAP Business Data Cloud

August 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

34th

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Reporting (21st)

SAP Business Data Cloud

Ranking in BI (Business Intelligence) Tools

3rd

Average Rating

8.0

Reviews Sentiment

6.4

Number of Reviews

121

Ranking in other categories

Data Integration (6th), Business Performance Management (2nd), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (4th), Cloud Data Warehouse (5th)

Mindshare comparison

As of August 2026, in the BI (Business Intelligence) Tools category, the mindshare of Knowage is 1.1%, up from 0.5% compared to the previous year. The mindshare of SAP Business Data Cloud is 2.9%, down from 4.1% 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	2.9%
Knowage	1.1%
Other	96.0%

BI (Business Intelligence) Tools

Featured Reviews

Albert Masanja

Margin Assurance Analyst at a comms service provider with 1,001-5,000 employees

A stable open source suite for modern business analytics with a useful replication feature

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.

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

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

"It's very easy to get the historical reports you need based on the business requirements and this helps our executives for taking decisions."

"The most valuable feature of SpagoBI is that it is open source and 100% free without limits."

"I would use SpagoBI if a company wants to use a free tool that has enough features."

"Being able to schedule necessary jobs needed for production jobs and programming run times"

"It improves sales and products, which motivates employees."

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

More Knowage pros

"I would also tell others to go for SAP Analytics Cloud over other technologies because SAP has a vast infrastructure, so you can integrate different modules and products within SAP very easily."

"The solution is stable and reliable."

"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's very user-friendly and intuitive for both the management and technical team - no matter who uses it, it's not too hard to deal with."

"I like the connectivity the solution provides with other products, as one can see different data sources, such as SAP ERP and the in-house hub, create a business warehouse, and import multi-dimensional data from flat files and various sources."

"SAP Business Data Cloud intelligent app takes away a lot of work because it installs the complete model and then the customization can set in."

"I don't find any negative aspects of SAP Business Data Cloud, to be very honest."

"SAP Analytics Cloud is very easy to use, and you don't require much technology. It has a very good library and analytics. It is easy to configure and offers good visualization."

More SAP Business Data Cloud pros

Cons

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

"Tomcat configuration was tricky in earlier versions."

"There are additional features such as Data Integration, Data Visualization, MobileBI, Cloud BI, Data enrichment and massaging should be implemented in the next release."

"I faced difficulties when using the email feature and documentation was scant."

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

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

"We had stability issues."

More Knowage cons

"The scope is limited to a few accounts."

"The price, integration, and modeling capabilities could be better. I have to use an integration engine to integrate our products and databases. SAP Analytics Cloud is made specifically for KPIs and business intelligence. The modeling capabilities are kind of poor. You always have to model the data and then present it visually in SAP Analytics Cloud. In the next release, I would like to have a lite version for planning to create scenarios quickly. For me personally, planning is the most complicated feature of SAP Analytics Cloud."

"The interface can be simplified because it is not a user-friendly experience."

"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."

"For improvement, I would like to see more customizable dashboards, better reporting flexibility, and additional automation for data management tasks in SAP Business Data Cloud."

"SAP Analytics Cloud requires a lot of coding and I would like the coding to be somewhat minimal."

"Regarding the deployment process, I find it complex. SAP requires more configurations, and it is not easy to install SAP."

"SAP Business Data Cloud needs to be more reasonable in terms of costing."

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."

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

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

"SAP Analytics can be very costly to license, which can make it difficult for organizations to implement."

"The price is competitive. There is a power user license and normal user license, but the normal user license is reasonable."

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

"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 premium option is very expensive at five thousand dollars. I use the nine hundred and ninety-nine dollar option."

"This solution is pricey."

More SAP Business Data Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

Construction Company

25%

Manufacturing Company

University

Marketing Services Firm

Media Company

15%

Manufacturing Company

11%

Outsourcing Company

10%

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	46
Midsize Enterprise	21
Large Enterprise	76

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 ...

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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 7% of the time

Microsoft Power BI vs Knowage

Compared 5% of the time

SAP BusinessObjects Business Intelligence vs Knowage

Compared 3% of the time

More Knowage Competitors

SAP BusinessObjects Business Intelligence vs SAP Business Data Cloud

Compared 17% of the time

Microsoft Power BI vs SAP Business Data Cloud

Compared 3% of the time

Tableau Enterprise vs SAP Business Data Cloud

Compared 3% of the time

Databricks vs SAP Business Data Cloud

Compared 3% of the time

Anaplan vs SAP Business Data Cloud

Compared 3% of the time

More SAP Business Data Cloud Competitors

Product Reports

Buyer's Guide

Knowage

July 2026

Download Knowage product report

Buyer's Guide

SAP Business Data Cloud

July 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

August 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: August 2026.

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