Pentaho Business Analytics vs Sigma comparison

Hitachi Vantara and Sigma Computing are both solutions in the BI (Business Intelligence) Tools category. Hitachi Vantara is ranked #20 with an average rating of 8.5, while Sigma Computing is ranked #15 with an average rating of 7.3. Hitachi Vantara holds a 0.6% mindshare in BIT, compared to Sigma Computing’s 1.6% mindshare. Additionally, 87% of Hitachi Vantara users are willing to recommend the solution, compared to 100% of Sigma Computing users who would recommend it.

Pentaho Business Analytics

Read 45 Pentaho Business Analytics reviews

1,867 Views
821 Comparison Views

87% willing to recommend

Sigma

Read 9 Sigma reviews

2,050 Views
1,640 Comparison Views

100% willing to recommend

Pentaho Business Analytics

Sigma

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 1, 2025

Pentaho Business Analytics and Sigma compete in the business intelligence software space. Sigma seems to have the upper hand in terms of cloud integration and accessibility with its modern approach and features.

Features: Pentaho Business Analytics offers customizable dashboards, powerful data integration, and comprehensive reporting tools, ideal for complex data needs. Sigma offers cloud-based data analytics, real-time collaboration capabilities, and straightforward data import from existing systems, enhancing dynamic data insights.

Ease of Deployment and Customer Service: Sigma uses a cloud-based deployment model, which streamlines installation and allows for easy scaling, supported by responsive customer service. Pentaho provides on-premise deployment with more complex installation requirements, suitable for businesses with established IT infrastructure.

Pricing and ROI: Pentaho Business Analytics requires higher initial setup costs but potentially offers long-term ROI for businesses needing extensive customization. Sigma provides a more cost-effective setup with quicker ROI due to its SaaS model and lower maintenance requirements, appealing to businesses pursuing fast insights and streamlined data operations.

To learn more, read our detailed Pentaho Business Analytics vs. Sigma Report (Updated: December 2025).

Buyer's Guide

Pentaho Business Analytics vs. Sigma

December 2025

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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

7.1

Sigma reduces manual spreadsheet maintenance, offers instant insights, and boosts efficiency, justifying higher costs over Tableau for users.

No quotes available

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

It's essential for everything data-related within our company.

Russell Rothstein

CEO at PeerSpot

I have seen a return on investment with Sigma; we already said that it saves about a quarter, it gets me to answers about 25% faster.

Fivel Glasser

Customer Success Manager at a tech company with 51-200 employees

I have definitely seen a return on investment through time saving because once the dashboards are built, they are built.

Trent Conley

Head of Marketing at a tech company with 51-200 employees

For more quotes and insights, download the Sigma report

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

6.8

Sigma's support is efficient and reliable, offering quick assistance, but improvements in visualization and data modeling are needed.

No quotes available

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

As Sigma is a cloud platform, you do not need to do all that maintenance work.

reviewer2729628

Lead Analytics Consultant at a outsourcing company with 51-200 employees

For more quotes and insights, download the Sigma report

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

5.2

Sigma's scalability and free unlimited viewer access enhance data sharing, while easy permissions and live data access set it apart.

No quotes available

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

Permissions are easily set, so you only get to see what you need to see and you can share what needs to be shared.

Trent Conley

Head of Marketing at a tech company with 51-200 employees

For more quotes and insights, download the Sigma report

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

8.3

Sigma is consistently reliable with stable performance, no reported issues, or disruptions, ensuring error-free projects across teams.

It can handle large datasets.

ALEXANDRERIBEIRO

DBA at Federal University of Uberlândia

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

We did not face typical errors during our project with Sigma.

reviewer2729628

Lead Analytics Consultant at a outsourcing company with 51-200 employees

For more quotes and insights, download the Sigma report

Room For Improvement

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

Sigma's limited visuals, complex workflows, and steep learning curve hinder usability compared to competitors like Power BI.

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

The main improvement needed is in data modeling capabilities.

reviewer2729628

Lead Analytics Consultant at a outsourcing company with 51-200 employees

It is not as intuitive as I was hoping, so once you figure it out and get going, it is easy to use, but I would say at the very beginning, the learning experience is kind of hard.

Trent Conley

Head of Marketing at a tech company with 51-200 employees

Sigma lacks a versioning feature to track changes.

reviewer2346903

Technical Lead at a tech vendor with 10,001+ employees

For more quotes and insights, download the Sigma report

Setup Cost

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

Enterprise buyers find Sigma licensing costly, with high platform and creator fees, leading to a preference for view-only licenses.

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

The pricing of Sigma is a concern, as it restricts our ability to provide more users with report-creating capabilities due to the high cost of admin or report creator licenses.

Russell Rothstein

CEO at PeerSpot

For more quotes and insights, download the Sigma report

Valuable Features

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

Sigma excels with pivot tables, data integration, collaboration, and visual appeal, enhancing teamwork and decision-making efficiency.

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

Sigma has positively impacted my organization because I think it has been a huge impact, and we use it for all our reporting and our dashboards for tracking.

Trent Conley

Head of Marketing at a tech company with 51-200 employees

The use of Sigma in decision-making, presentations to customers, and reporting to investors showcases its value in handling data-related tasks.

Russell Rothstein

CEO at PeerSpot

Sigma has positively affected my organization by saving us time in accessing information, which ultimately gets us to complete projects faster.

Fivel Glasser

Customer Success Manager at a tech company with 51-200 employees

For more quotes and insights, download the Sigma report

Categories and Ranking

Pentaho Business Analytics

Ranking in BI (Business Intelligence) Tools

20th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Cloud Operations Analytics (2nd), Reporting (13th)

Sigma

Ranking in BI (Business Intelligence) Tools

15th

Average Rating

7.6

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Data Visualization (11th)

Mindshare comparison

As of January 2026, in the BI (Business Intelligence) Tools category, the mindshare of Pentaho Business Analytics is 0.6%, up from 0.5% compared to the previous year. The mindshare of Sigma is 1.6%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Market Share Distribution
Product	Market Share (%)
Sigma	1.6%
Pentaho Business Analytics	0.6%
Other	97.8%

BI (Business Intelligence) Tools

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.

Read full review

reviewer2729628

Lead Analytics Consultant at a outsourcing company with 51-200 employees

Great collaboration with intuitive interface and dynamic visualization capabilities

As we are exploring multiple features in Sigma, I think Sigma can add more functionality. As Power BI gives multiple modeling options in its interface with the query editor, those features can be added in Sigma for intuitiveness or for making the data very clean. From the dashboarding perspective, it performs well. However, from the modeling perspective, it requires more capabilities that can be added in Sigma. The main improvement needed is in data modeling capabilities. If they add those features in the near future, it would be very helpful for us to implement the same or do the data cleansing part in the Sigma tool itself.

Read full review

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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

14%

Computer Software Company

10%

Manufacturing Company

Educational Organization

Financial Services Firm

13%

Computer Software Company

11%

Manufacturing Company

10%

Healthcare Company

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	5
Midsize Enterprise	3
Large Enterprise	2

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...

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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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What is your experience regarding pricing and costs for Sigma?

I do not know much about my experience with pricing, setup cost, and licensing because I am not heavily involved in that.

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What needs improvement with Sigma?

I think Sigma can be improved because, for the last ten months since I first started here, this is my first time ever using it, and I think there is a steep learning curve. It is not as intuitive a...

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What is your primary use case for Sigma?

My main use case for Sigma is that there are a bunch of reports, and many of our main reports are built on Sigma. I use it as a dashboard, review the reports, filter through there, and use it to he...

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Compared 27% of the time

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Apache Superset vs Sigma

Compared 10% of the time

Microsoft Power BI vs Sigma

Compared 9% of the time

Amazon QuickSight vs Sigma

Compared 7% of the time

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Product Reports

Buyer's Guide

Pentaho Business Analytics

January 2026

Download Pentaho Business Analytics product report

Buyer's Guide

Sigma

December 2025

Download Sigma product report

Also Known As

Pentaho, Kettle, Hitachi Pentaho Business Analytics

No data available

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

Sigma is the next-generation of analytics for cloud data warehouses with a familiar spreadsheet-like interface that gives business experts the power to ask any question of their data no matter the query.

Sigma Computing

Sample Customers

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

Snowflake, Fivetran ,Autodesk, Flowspace, Super League Gaming, Zumper, Clover, Volta, Olivela

Buyer's Guide

Pentaho Business Analytics vs. Sigma

December 2025

Free Report: Pentaho Business Analytics vs. Sigma

Find out what your peers are saying about Pentaho Business Analytics vs. Sigma and other solutions. Updated: December 2025.

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