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 3.2% 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

3,821 Views
2,751 Comparison Views

85% willing to recommend

SAP Business Data Cloud

Read 120 SAP Business Data Cloud reviews

20,641 Views
11,353 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: September 2026).

Buyer's Guide

Knowage vs. SAP Business Data Cloud

September 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 (7th), Business Performance Management (2nd), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (4th), Cloud Data Warehouse (4th)

Mindshare comparison

As of October 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 3.2%, down from 3.5% 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	3.2%
Knowage	1.1%
Other	95.7%

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

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

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

"The embedding feature is great."

"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."

"Our customers really appreciate the self-service BI functionalities."

"Customer Service: Excellent."

"I am satisfied with the product in general given what the company invested in it, which was just our time."

"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."

More Knowage pros

"SAP Analytics can be used as an all-in-one source; it can bring everything together: BI, predictive, planning, simulation — it can combine all of this into a single user interface."

"A point of differentiation in the market for Analytics Cloud compared to other analytics products, is it offers not only business intelligence within the application, but also it has inbuilt AI and machine learning capabilities that can be used not only by data scientist types in the organization, but for general users who can get the benefit of inbuilt predictive features in the tool."

"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."

"The most valuable features are the visualization and user-friendliness; it's like a self-service platform, and if the connectivity is good then anyone can log in and use it."

"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."

"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."

"It offers good backup capabilities."

"The best features SAP Business Data Cloud offers is basically one solution for all analytics and planning applications, and the integration of all the third-party as well as SAP data sources in one platform allows us to deliver machine learning, analytics, and planning, making the decision-making process very easy with one platform."

More SAP Business Data Cloud pros

Cons

"As all software and especially the open-source ones have always something that can work better, in this case, SpagoBI is slightly difficult to implement."

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

"Unfortunately, many interesting features do not work when you are using a custom database for storing the metadata."

"The demands of some jobs would slow Spago and lock the site, preventing any other job from processing."

"Tomcat configuration was tricky in earlier versions."

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

"Yes, using Mobile and Desktop Editions, we would sometimes need to restart the service."

"The support is very meager: We had to break our heads to figure out everything"

More Knowage cons

"However, there are areas of improvement, particularly in terms of visualization. The front-end interface of SAP Analytics Cloud is not as impressive as Tableau and Power BI. The charts in other solutions have a more visually appealing and customizable look, while in SAP Analytics Cloud, there's a lack of alignment between numbers and charts. This graphical aspect, especially concerning charts, is not as satisfactory in SAP Analytics Cloud compared to its counterparts."

"The solution should include other scripting languages as well, such as Python."

"All the features are there, maybe except for the one-gauge visualization."

"It is slightly behind other tools in terms of the number of graphical outputs."

"Faster implementation of new functions for the new product is an area of improvement in SAP Analytics Hub."

"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."

"However, I am sad to say other functions or functionalities were not included in our version right now."

"Some algorithms are complex and can't be processed by just tagging the data and expecting results."

More SAP Business Data Cloud cons

Pricing and Cost Advice

"It allows the implementation of an effective reporting system using internal skills at a limited upfront cost."

"Knowage is open-source, and an enterprise edition is also available."

"Compute and storage features should be sold separately."

"The platform is about 50% more expensive than Power BI."

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

"Its licensing is on a monthly basis."

"The product is expensive."

"This solution offers value for money and you get what you pay for."

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

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

More SAP Business Data Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

Construction Company

21%

Outsourcing Company

12%

Comms Service Provider

Manufacturing Company

Media Company

14%

Outsourcing Company

13%

Manufacturing Company

11%

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	48
Midsize Enterprise	21
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 ...

See all answers

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

SAP BusinessObjects Business Intelligence vs Knowage

Compared 3% 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

September 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

September 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: September 2026.

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