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Pentaho Business Analytics vs SAP Business Data Cloud comparison

Hitachi Vantara and SAP are both solutions in the BI (Business Intelligence) Tools category. Hitachi Vantara is ranked #19 with an average rating of 8.5, while SAP is ranked #3 with an average rating of 8.0. Hitachi Vantara holds a 1.0% mindshare in BIT, compared to SAP’s 2.7% mindshare. Additionally, 87% of Hitachi Vantara users are willing to recommend the solution, compared to 91% of SAP users who would recommend it.
Pentaho Business Analytics
Read 45 Pentaho Business Analytics reviews
  • 3,719 Views
  • 2,008 Comparison Views
87% willing to recommend
SAP Business Data Cloud
Read 89 SAP Business Data Cloud reviews
  • 11,202 Views
  • 6,273 Comparison Views
91% willing to recommend
 

Comparison Buyer's Guide

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Executive SummaryUpdated on Apr 15, 2026

Pentaho Business Analytics and SAP Business Data Cloud compete in the business analytics category. SAP has the upper hand due to its advanced analytics features and seamless SAP ecosystem integration.

Features: Pentaho Business Analytics offers powerful ETL capabilities, customizable dashboards, and robust data integration tools, presenting cost-effective solutions for businesses of any size. SAP Business Data Cloud focuses on predictive analytics and AI-driven insights, featuring seamless integration with SAP ecosystems, cloud capabilities, and advanced visualization options.

Room for Improvement: Pentaho Business Analytics requires enhanced user-friendly interfaces, better integration capabilities, and improved presentation and visualization tools to remain competitive. SAP Business Data Cloud faces issues with high costs, inflexible licensing, and complex integration with non-SAP systems and needs improvements in visualization features and product positioning clarity.

Ease of Deployment and Customer Service: Pentaho primarily supports on-premises and private cloud deployments and benefits from a vibrant open-source community for support, though its customer service is rated as average. SAP Business Data Cloud offers extensive public and hybrid cloud support, robust customer and technical support, and excellent integration within SAP environments.

Pricing and ROI: Pentaho Business Analytics is recognized as cost-effective, mainly due to its Community Edition, although the Enterprise Edition is costly for its features. It delivers good value for smaller businesses. SAP Business Data Cloud is expensive but justifies the cost with comprehensive features and ROI through streamlined operations and SAP infrastructure integration.

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To learn more, read our detailed Pentaho Business Analytics vs. SAP Business Data Cloud Report (Updated: April 2026).
Buyer's Guide
Pentaho Business Analytics vs. SAP Business Data Cloud
April 2026
Download the complete report
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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
5.4
SAP Business Data Cloud boosts ROI through improved analytics, automation, efficiency, and integration across various industries in three years.
No quotes available
For more quotes and insights, download the Pentaho Business Analytics report
We have saved a lot on the number of employees, and implementation time for the projects has reduced significantly since we started using the standard features of SAP Business Data Cloud.
reviewer2827314
Principal Architect at a tech consulting company with 501-1,000 employees
Once the content is available, then it is a faster go-live with lesser cost in implementation, and that would give an ROI.
Nitesh Agrawal
Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD
There is a return on investment with SAP Business Data Cloud, as it saves money because it performs results quickly and easily, facilitating integrations and speeding up operations compared to other analytics tools, thereby saving time and money.
reviewer2834484
Consultant-SAP GRC at a tech consulting company with 201-500 employees
For more quotes and insights, download the SAP Business Data Cloud report
reviewer2827314 - PeerSpot reviewerNitesh Agrawal - PeerSpot reviewerreviewer2834484 - PeerSpot reviewer
 

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
6.0
SAP Business Data Cloud's customer support is generally well-received, but some users encounter delays and desire quicker resolutions.
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.
Pavlina Pankova
Competence Leader - BI at Sabris CZ s.r.o.
For example, when I provide a set of instructions, they often simply ask me to implement those steps without checking whether they are applicable.
ShantanuSrivastava
Lead Analyst at a tech vendor with 10,001+ employees
In SAP's policy, for the first couple of years, the product team is also part of the support team.
Nitesh Agrawal
Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD
For more quotes and insights, download the SAP Business Data Cloud report
Pavlina Pankova - PeerSpot reviewer
SS
Nitesh Agrawal - PeerSpot reviewer
 

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
7.2
SAP Business Data Cloud offers scalable, cloud-based solutions for enterprises of all sizes, enhancing performance and accommodating growth.
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.
Pavlina Pankova
Competence Leader - BI at Sabris CZ s.r.o.
Since SAP has consolidated everything on one platform, there is ample room to expand as much as needed.
Muhammad Ashar
Sap Data & Analytics Consultant at Dezert Innovation Technology Company
There are no limitations in terms of scale, so it fits both SMB customers and enterprise customers.
Nitesh Agrawal
Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD
For more quotes and insights, download the SAP Business Data Cloud report
Pavlina Pankova - PeerSpot reviewerMuhammad Ashar - PeerSpot reviewerNitesh Agrawal - PeerSpot reviewer
 

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
7.5
SAP Business Data Cloud is stable and secure, though improvements needed in connectivity and performance during peak times.
It can handle large datasets.
ALEXANDRERIBEIRO
DBA at Federal University of Uberlândia
For more quotes and insights, download the Pentaho Business Analytics report
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.
Pavlina Pankova
Competence Leader - BI at Sabris CZ s.r.o.
Other than during these quarterly release periods, the availability is excellent.
Muhammad Ashar
Sap Data & Analytics Consultant at Dezert Innovation Technology Company
In a typical quarter, the availability has been over 99%; in a few cases, it dropped to around 98.5%.
ShantanuSrivastava
Lead Analyst at a tech vendor with 10,001+ employees
For more quotes and insights, download the SAP Business Data Cloud report
AR
Pavlina Pankova - PeerSpot reviewerMuhammad Ashar - PeerSpot reviewer
SS
 

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 cost reduction, enhanced features, better integration, training resources, and improved ease of use.
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.
ALEXANDRERIBEIRO
DBA at Federal University of Uberlândia
For more quotes and insights, download the Pentaho Business Analytics report
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.
Pavlina Pankova
Competence Leader - BI at Sabris CZ s.r.o.
If SAP can come up with innovative options to reduce licensing costs, many customers would incline toward SAP Business Data Cloud.
reviewer2827314
Principal Architect at a tech consulting company with 501-1,000 employees
If I compare the cost with SAP competitors, I find that when creating an enterprise data lake, if I don't use SAP Business Data Cloud and make it directly in the hyperscalers, it is pretty much cheaper than doing the same in SAP Business Data Cloud.
Nitesh Agrawal
Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD
For more quotes and insights, download the SAP Business Data Cloud report
AR
Pavlina Pankova - PeerSpot reviewerreviewer2827314 - PeerSpot reviewerNitesh Agrawal - PeerSpot reviewer
 

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 comprehensive features but may be costly for small businesses, better suited for large enterprises.
Pentaho Business Analytics is priced similarly to other competitors such as QlikView and Tableau.
ALEXANDRERIBEIRO
DBA at Federal University of Uberlândia
For more quotes and insights, download the Pentaho Business Analytics report
If I compare the cost with SAP competitors, I find that when creating an enterprise data lake, if I don't use SAP Business Data Cloud and make it directly in the hyperscalers, it is pretty much cheaper than doing the same in SAP Business Data Cloud.
Nitesh Agrawal
Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD
Frankly, pricing, setup cost, and licensing seem a bit high compared to other hyperscalers.
reviewer2827314
Principal Architect at a tech consulting company with 501-1,000 employees
The pricing for SAP Business Data Cloud is higher compared to alternatives.
Jagan Mohan Reddy Kalavala
SAP BDC Consultant at IBM
For more quotes and insights, download the SAP Business Data Cloud report
AR
Nitesh Agrawal - PeerSpot reviewerreviewer2827314 - PeerSpot reviewer
JK
 

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 in seamless integration, unique data sharing, and AI-enhanced analytics for efficient, scalable decision-making.
It is a stable product, and it can handle large datasets.
ALEXANDRERIBEIRO
DBA at Federal University of Uberlândia
For more quotes and insights, download the Pentaho Business Analytics report
For SuccessFactors and S/4HANA Cloud, there are pre-built reports available which are commonly used by customers.
Bhupesh Akkineni
Project Manager at a tech services company with 51-200 employees
SAP Business Data Cloud has positively impacted my organization by federating SAP data, which is now available for all to use.
Ninad Mehta
Associate director, SAP technical at a outsourcing company with 1,001-5,000 employees
The main standout feature is BDC Connect, as it is very useful for sharing data without replicating to third-party tools such as Enterprise Databricks, Snowflake or even in the near future, Google BigQuery as well as Microsoft Fabric.
reviewer2827314
Principal Architect at a tech consulting company with 501-1,000 employees
For more quotes and insights, download the SAP Business Data Cloud report
AR
Bhupesh Akkineni - PeerSpot reviewer
NM
reviewer2827314 - PeerSpot reviewer
 

Categories and Ranking

Pentaho Business Analytics
Ranking in BI (Business Intelligence) Tools
19th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
45
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
6.6
Number of Reviews
89
Ranking in other categories
Data Integration (10th), Business Performance Management (3rd), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (9th), Cloud Data Warehouse (10th)
 

Mindshare comparison

As of May 2026, in the BI (Business Intelligence) Tools category, the mindshare of Pentaho Business Analytics is 1.0%, up from 0.5% compared to the previous year. The mindshare of SAP Business Data Cloud is 2.7%, down from 4.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
SAP Business Data Cloud2.7%
Pentaho Business Analytics1.0%
Other96.3%
BI (Business Intelligence) Tools
 

Featured Reviews

JB
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.
Read full review
Pavlina Pankova - PeerSpot reviewer
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
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Comparison Review

it_user6978 - PeerSpot reviewer
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
12%
Construction Company
12%
Comms Service Provider
9%
Manufacturing Company
8%
Manufacturing Company
16%
Financial Services Firm
9%
Construction Company
6%
Retailer
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business22
Midsize Enterprise7
Large Enterprise15
By reviewers
Company SizeCount
Small Business28
Midsize Enterprise19
Large Enterprise51
 

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...
See all answers
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...
See all answers
What needs improvement with Pentaho Business Analytics?
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 i...
See all answers
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 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.
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.
See all answers
 

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Compared 6% of the time
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Compared 5% of the time
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Compared 19% of the time
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Compared 5% of the time
Microsoft Power BI vs SAP Business Data Cloud Logo
Microsoft Power BI vs SAP Business Data Cloud
Compared 4% of the time
Anaplan vs SAP Business Data Cloud Logo
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Compared 4% of the time
IBM Planning Analytics vs SAP Business Data Cloud Logo
IBM Planning Analytics vs SAP Business Data Cloud
Compared 3% of the time
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Product Reports

Buyer's Guide
Pentaho Business Analytics
April 2026
Pentaho Business Analytics reportDownload Pentaho Business Analytics product report
Buyer's Guide
SAP Business Data Cloud
April 2026
SAP Business Data Cloud reportDownload SAP Business Data Cloud product report
 

Also Known As

Pentaho, Kettle, Hitachi Pentaho Business Analytics
SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub
 

Overview

Pentaho Business Analytics, recognized for its powerful ETL capabilities, delivers robust data management and analytics. Its adaptable interface and custom plugins enable effective data transformations, appealing to enterprises seeking efficient data handling and integration.

Pentaho Business Analytics offers a comprehensive suite for data warehousing, ETL processes, and business intelligence. Known for integrating and analyzing data from multiple systems, it supports industries like marketing, automotive, telecom, and insurance. Despite critiques on its interface and Java reliance, its ability to manage both small and complex data loads makes it a cost-effective choice.

What are the key features of Pentaho Business Analytics?
  • Pentaho Data Integration: Delivers powerful ETL capabilities for seamless data transformations and connectivity.
  • Custom Plugins: Supports adaptability with diverse data transformation and integration options.
  • Dashboard Integration: Facilitates effective visualizations and dashboard creation.
What benefits can be expected from Pentaho Business Analytics?
  • Cost-Effective: Suitable for enterprises handling complex data loads.
  • Community Support: Driven by an active user community for better troubleshooting.

Pentaho Business Analytics finds application in sectors requiring extensive data storage and management like telecom and insurance. Companies utilize its capabilities for creating ETL pipelines, managing data flows, and enabling data-driven decision-making.

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
Buyer's Guide
Pentaho Business Analytics vs. SAP Business Data Cloud
April 2026
Free Report: Pentaho Business Analytics vs. SAP Business Data Cloud
Find out what your peers are saying about Pentaho Business Analytics vs. SAP Business Data Cloud and other solutions. Updated: April 2026.
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