Pentaho Business Analytics vs icCube comparison

icCube and Hitachi Vantara are both solutions in the Reporting category. icCube is ranked #41, while Hitachi Vantara is ranked #14 with an average rating of 8.5. icCube holds a 0.7% mindshare in RT, compared to Hitachi Vantara’s 2.3% mindshare. Additionally, 100% of icCube users are willing to recommend the solution, compared to 87% of Hitachi Vantara users who would recommend it.

icCube

Read 1 icCube review

577 Views
369 Comparison Views

100% willing to recommend

Pentaho Business Analytics

Read 45 Pentaho Business Analytics reviews

3,719 Views
1,785 Comparison Views

87% willing to recommend

icCube

Pentaho Business Analytics

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Executive Summary

We performed a comparison between Pentaho Business Analytics and icCube based on real PeerSpot user reviews.

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To learn more, read our detailed Reporting Report (Updated: April 2026).

Buyer's Guide

Reporting

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:

Categories and Ranking

icCube

Ranking in Reporting

41st

Average Rating

10.0

Number of Reviews

Ranking in other categories

Embedded BI (18th)

Pentaho Business Analytics

Ranking in Reporting

14th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

BI (Business Intelligence) Tools (19th), Cloud Operations Analytics (2nd)

Mindshare comparison

As of May 2026, in the Reporting category, the mindshare of icCube is 0.7%, up from 0.2% compared to the previous year. The mindshare of Pentaho Business Analytics is 2.3%, up from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Reporting Mindshare Distribution
Product	Mindshare (%)
Pentaho Business Analytics	2.3%
icCube	0.7%
Other	97.0%

Reporting

Featured Reviews

it_user7056

Consultant at a tech consulting company with 51-200 employees

Economically priced, runs on all platforms, excellent cube building and query performance.

Economically priced, runs on all platforms, excellent cube building and query performance, and the development time to first report is very short even for an MDX novice. The MDX IDE is fabulous. They respond quickly and responsibly to support requests. New features in the reporting module…

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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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Quotes from Members

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

Pros

"Economically priced, runs on all platforms, excellent cube building and query performance, and the development time to first report is very short even for an MDX novice."

"The initial setup is pretty straightforward."

"Helped us form great visualizations at practically no cost since we built end to end open source architecture."

"It covers most of our ETL requirements."

"We wanted a tool where by using it we could integrate multiple data sets, and could get responsive reports and Pentaho helped us do this in a good way."

"Easy to use components to create the job."

"It is robust, offers market intelligence, and utilizes modules effectively."

"Pentaho is an analytics platform that can be used when an organization has a lot of big data storage systems already installed and needs to manage and analyze that data. It has a specific use case for unstructured data, such as documents, and needs to be able to search and analyze it."

"When I have a customer that wants to have a real ETL tool in a standardized way with a real code written product, it is the cheapest."

More Pentaho Business Analytics pros

Cons

"As with many products, the documentation is light in some areas."

"From which the latter is not yet the strongest use-case for using Pentaho yet."

"Another concern is that Pentaho is not customizable or interactive."

"Pentaho Business Analytics' user interface is outdated."

"The dashboards and reports could use more improvement to show more data and to provide more analysis."

"Technical Support: Less than average."

"It needs to improve scheduling for the integration aspect."

"The ad-hoc reporting needs to be improved."

"There are issues with clustering, and partitioning which we have reported."

More Pentaho Business Analytics cons

Pricing and Cost Advice

Information not available

"Pentaho is expensive ."

"We were lucky enough to find a Pentaho OEM partner who offered a data warehouse model and the ETL software for about 60K SGD per year."

"Free and commercial versions are available."

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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…

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Top Industries

By visitors reading reviews

No data available

Financial Services Firm

12%

Construction Company

12%

Comms Service Provider

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

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

Questions from the Community

Ask a question

Earn 20 points

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...

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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...

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What needs improvement with Pentaho Business Analytics?

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Comparisons

Microsoft Power BI vs icCube

Compared 23% of the time

Logi Analytics vs icCube

Compared 13% of the time

Tableau Enterprise vs icCube

Compared 12% of the time

eMite vs icCube

Compared 10% of the time

TIBCO Jaspersoft vs icCube

Compared 7% of the time

More icCube Competitors

Tableau Enterprise vs Pentaho Business Analytics

Compared 10% of the time

Microsoft Power BI vs Pentaho Business Analytics

Compared 7% of the time

KNIME Business Hub vs Pentaho Business Analytics

Compared 7% of the time

Knowage vs Pentaho Business Analytics

Compared 6% of the time

Oracle OBIEE vs Pentaho Business Analytics

Compared 4% of the time

More Pentaho Business Analytics Competitors

Product Reports

Buyer's Guide

Reporting

April 2026

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Buyer's Guide

Pentaho Business Analytics

April 2026

Download Pentaho Business Analytics product report

Also Known As

No data available

Pentaho, Kettle, Hitachi Pentaho Business Analytics

Overview

icCube is a highly customizable BI and Analytics platform designed for real-time data integration, suitable for businesses focusing on tailored data visualization and insightful analytics.

icCube empowers users by providing a comprehensive platform that caters to sophisticated analytical needs with its unique capability of real-time data processing. Its adaptability makes it a favorite for industries requiring precise data insights. Seamless integration and customization options further amplify its appeal to data-centric organizations.

What are the essential features of icCube?

Real-Time Analytics: Offers immediate data comprehension.
Customizable Dashboards: Tailored visuals for specific metrics.
Advanced Security: Ensures data integrity and privacy.
Seamless Integration: Connects smoothly with data sources.
Scalable Architecture: Grows with business needs.

What benefits and ROI can users expect?

Enhanced Decision Making: Quick access to critical insights.
Increased Efficiency: Streamlines data handling processes.
Cost Reduction: Lowers expenses through efficient data management.
Improved Data Accuracy: Provides reliable and error-free analytics.

icCube is implemented in industries like finance and retail, offering tailored analytics solutions that help in tracking sales, trends, and customer behavior effectively. Its real-time capabilities are particularly beneficial for sectors needing up-to-date information, enhancing strategic planning and operational efficiency.

icCube

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

Sample Customers

Binary, TU/e, Kantar Worldpanel, Rivo

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

Find out what your peers are saying about Microsoft, Salesforce, Domo and others in Reporting. Updated: April 2026.

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