Pentaho Business Analytics vs SAP Business Data Cloud comparison

Pentaho Business Analytics vs. SAP Business Data Cloud

April 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:

ROI

Sentiment score

5.4

Pentaho Business Analytics mixed ROI perceptions highlight efficiency gains but unclear returns compared to competitors like QlikView and Tableau.

Sentiment score

6.6

Companies saw ROI from enhanced BI, faster decision-making, and SAP Analytics Cloud's real-time reporting within three years.

No quotes available

For more quotes and insights, download the Pentaho Business Analytics report

The positive impact I see from the product is that it saves me time, approximately 10 to 20%, not more than that.

For more quotes and insights, download the SAP Business Data Cloud report

Director & Co-Owner at InfraBeat Technologies Pvt. Ltd.

Customer Service

Sentiment score

6.5

Pentaho Business Analytics receives mixed reviews for customer support, with users relying heavily on forums and community assistance.

Sentiment score

6.1

SAP Business Data Cloud customer service is generally good but needs improvement in responsiveness and technical expertise.

No quotes available

For more quotes and insights, download the Pentaho Business Analytics report

The technical support is a very well-organized service, with a lot of tools for me as a consultant and for the end user on how to contact SAP support and get issues solved.

Competence Leader - BI at Sabris CZ s.r.o.

We are satisfied with the technical support from SAP because when we reached out, we were able to get very good support from SAP colleagues.

For more quotes and insights, download the SAP Business Data Cloud report

Project Manager at a tech services company with 51-200 employees

I am satisfied with SAP's technical support team; they provide very good support.

Mostafa Ali

BI Lead Consultant at Intercom Enterprises

Scalability Issues

Sentiment score

7.0

Pentaho Business Analytics is scalable with good performance but occasionally needs professional help for complex data handling.

Sentiment score

7.3

SAP Business Data Cloud is scalable for diverse companies but may require investment and performance tweaks for optimal scaling.

No quotes available

For more quotes and insights, download the Pentaho Business Analytics report

SAP Analytics Cloud can be used by a small company, and it can be used by a large corporate.

Competence Leader - BI at Sabris CZ s.r.o.

I would rate its scalability up to nine on a scale of one to ten.

For more quotes and insights, download the SAP Business Data Cloud report

Project Manager at a tech services company with 51-200 employees

Stability Issues

Sentiment score

6.5

Pentaho Business Analytics is stable but may face Java caching issues, impacting performance and requiring careful cache management.

Sentiment score

7.4

SAP Business Data Cloud is stable, with occasional connectivity and performance issues, influenced by usage and external factors.

It can handle large datasets.

For more quotes and insights, download the Pentaho Business Analytics report

DBA at Federal University of Uberlândia

You have a chance to test it on your test tenant in small increments, so it should not break your productive reports and productive environment.

Competence Leader - BI at Sabris CZ s.r.o.

SAP Analytics Hub's analytics solutions are also pretty stable now.

For more quotes and insights, download the SAP Business Data Cloud report

Director & Co-Owner at InfraBeat Technologies Pvt. Ltd.

Room For Improvement

Pentaho Business Analytics lacks an intuitive interface, robust integration, self-service features, and requires technical expertise, limiting usability.

SAP Business Data Cloud needs better analytics, integration, user experience, real-time processing, third-party support, and documentation.

Pentaho Business Analytics is hard to learn and not suited for initial users as it requires knowledge of operating systems, Java, and other technical skills.

For more quotes and insights, download the Pentaho Business Analytics report

DBA at Federal University of Uberlândia

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.

Competence Leader - BI at Sabris CZ s.r.o.

SAP needs to come out with a clear roadmap for the solution going ahead, as they have not yet provided that.

Director & Co-Owner at InfraBeat Technologies Pvt. Ltd.

Documentation-wise, we see some gaps when trying to connect different solutions.

For more quotes and insights, download the SAP Business Data Cloud report

Project Manager at a tech services company with 51-200 employees

Setup Cost

Enterprise buyers find the free Pentaho Community Edition cost-effective, while the Enterprise Edition offers value with support and features.

SAP Business Data Cloud offers high-value subscription pricing, with regional variation, justified by its functionalities and integration.

Pentaho Business Analytics is priced similarly to other competitors such as QlikView and Tableau.

For more quotes and insights, download the Pentaho Business Analytics report

DBA at Federal University of Uberlândia

No quotes available

For more quotes and insights, download the SAP Business Data Cloud report

Valuable Features

Pentaho Business Analytics provides easy data integration, customizable dashboards, extensive connectivity, and supports efficient data transformation and delivery.

SAP Business Data Cloud excels with predictive analytics, seamless integration, real-time analytics, AI capabilities, and intuitive design.

It is a stable product, and it can handle large datasets.

For more quotes and insights, download the Pentaho Business Analytics report

DBA at Federal University of Uberlândia

For SuccessFactors and S/4HANA Cloud, there are pre-built reports available which are commonly used by customers.

Project Manager at a tech services company with 51-200 employees

Its products are tightly integrated, so the business context of data is retained in the analytics solution, and that's the main advantage.

Director & Co-Owner at InfraBeat Technologies Pvt. Ltd.

The capabilities of SAP Analytics Cloud that I consider the most valuable are that all three functionalities are in one tool.

For more quotes and insights, download the SAP Business Data Cloud report

Competence Leader - BI at Sabris CZ s.r.o.

Categories and Ranking

Pentaho Business Analytics

Ranking in BI (Business Intelligence) Tools

19th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Cloud Operations Analytics (2nd), Reporting (14th)

SAP Business Data Cloud

Ranking in BI (Business Intelligence) Tools

3rd

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Data Integration (14th), Business Performance Management (3rd), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (11th), Cloud Data Warehouse (12th)

Featured Reviews

Julien Baluka

Founder at SJT Consult

Solution enables effective ETL processes and exhibits high satisfaction

From an integration perspective, Pentaho Business Analytics is not the best tool on the market. There are things done by Apache that are better, though I am not the one implementing them, so this is based on what I have heard about novelties in the market. I do not see the need to extend the coverage of Pentaho Business Analytics's domain. For things that it does not do, there are better solutions on the market, and it would be costly to implement them. Pentaho Business Analytics is a very great tool for very specific standardized scenarios. If you need more complex elastic solutions because the process is different, there are better tools available.

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Brings reporting, planning, and prediction together in one seamless workflow

Competence Leader - BI at Sabris CZ s.r.o.

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.

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Comparison Review

it_user6978

Co-Founder at Helical IT Solution (Jaspersoft, Pentaho, Talend, Kettle, DWBI, ETL, Ctools, iReport, Jasper Report)

Jun 10, 2013

Jaspersoft vs. Pentaho – Which one to use & is there any need to purchase the commercial edition

Any company (be it technology, manfucaturing, human resource, ecommerce, SME etc) always has the need for Business Intelligence to some or the other extent. If cost is one of the consideration factor, then the 2 BI tools which are at the forefront are Pentaho and Jaspersoft. But, often the same…

Read full review

Top Industries

By visitors reading reviews

Financial Services Firm

13%

Construction Company

12%

Manufacturing Company

Computer Software Company

Manufacturing Company

16%

Financial Services Firm

Construction Company

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	22
Midsize Enterprise	7
Large Enterprise	15

By reviewers
Company Size	Count
Small Business	26
Midsize Enterprise	16
Large Enterprise	43

Questions from the Community

Seeking lightweight open source BI software

There are many...It would rather depend what System BI architecture or Enterprise legacy you have at your end...I would recommend as follows: 1) If you have legacies of SAP, Oracle - look for SAP...

What is your experience regarding pricing and costs for Pentaho Business Analytics?

Pentaho Business Analytics offers the best value for money. While improvements can be made in some areas, particularly with more cloud-based solutions, it is not in their domain because they do not...

What needs improvement with Pentaho Business Analytics?

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.

Tableau Enterprise vs Pentaho Business Analytics

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Product Reports

Pentaho Business Analytics

April 2026

Download Pentaho Business Analytics product report

Download SAP Business Data Cloud product report

Cloud Data Warehouse

March 2026

Also Known As

Pentaho, Kettle, Hitachi Pentaho Business Analytics

SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub

Overview

Pentaho is an open source business intelligence company that provides a wide range of tools to help their customers better manage their businesses. These tools include data integration software, mining tools, dashboard applications, online analytical processing options, and more.

Pentaho has two product categories: There is the standard enterprise version. This is the product that comes directly from Pentaho itself with all of the benefits, features, and programs that come along with a paid application such us analysis services, dashboard design, and interactive reporting.

The alternative is an open source version, which the public is permitted to add to and tweak the product. This solution has its advantages, aside from the fact that it is free, in that there are many more people working on the project to improve its quality and breadth of functionality.

Hitachi Vantara

SAP Business Data Cloud provides cloud-based predictive analysis, robust visualization, and integrated planning capabilities with seamless SAP integration. It enhances analytics and reporting efficiency with machine learning and AI features.

SAP Business Data Cloud stands out with its user-friendly application design, leveraging TypeScript scripting for flexibility. It enables easy data integration, customizable dashboards, and collaborative planning. Renowned for its seamless connectivity and comprehensive business intelligence offerings, it is designed to support real-time analytics and planning across both on-prem and cloud environments. Improvements are anticipated in visualization features, connectivity, and third-party system integration, with calls for more customizable chart options and real-time reporting capabilities.

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

Cloud-Based Predictive Analysis: Offers advanced forecasting and trend prediction capabilities.
Robust Visualization: Enables dynamic and interactive data visualization tools.
Integrated Planning: Provides tools for strategic planning and collaboration.
Flexibility with TypeScript: Allows customization and tailored application design.
Seamless Integration: Easily integrates with other SAP products and additional data sources.
AI and Machine Learning: Enhances analytics and reporting efficiency.

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

User-Friendly Interface: Simplifies data integration and application design.
Comprehensive Business Intelligence: Supports strategic decision-making processes.
Real-Time Analytics: Provides timely insights and enhances planning processes.
Collaborative Planning: Facilitates teamwork and strategic alignment.
Cost-Effective Solution: Offers value through efficient and diverse capabilities.

SAP Business Data Cloud serves industries by powering cloud-based reporting, analytics, financial planning, and executive dashboards. Companies utilize it to integrate SAP and non-SAP data sources for insights and forecasts. It is applied in constructing dashboards, boardroom presentations, budgeting, and predictive analytics, supporting versatile use cases across multiple sectors.

SAP

Sample Customers

Cargo 2000 Lufthansa, Marketo, ModCloth, Cardiac Science, Telefonica, ExactTarget, Active Broadband Networks, and Brussels Airport.

Live Oak Bank