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 #16 with an average rating of 7.2. Hitachi Vantara holds a 1.0% mindshare in BIT, compared to Sigma Computing’s 1.4% 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

4,479 Views
2,553 Comparison Views

87% willing to recommend

Sigma

Read 12 Sigma reviews

3,638 Views
2,910 Comparison Views

100% willing to recommend

Pentaho Business Analytics

Sigma

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Executive SummaryUpdated on Jun 3, 2026

Pentaho Business Analytics and Sigma Computing compete in the business intelligence and data analytics category. Pentaho seems to have the upper hand with its comprehensive data integration capabilities and strong community support, while Sigma is favored for its ease of use and real-time collaboration features.

Features: Pentaho Business Analytics excels in data integration with its PDI tool being simple yet powerful. The platform is supported by an active open-source community and offers extensible tools like Pentaho Analyzer. Sigma provides an intuitive spreadsheet-like interface, enhancing usability for non-technical users. It enables real-time collaboration and offers robust governance and access control options.

Room for Improvement: Pentaho could improve visual data exploration tools and enhance usability for less technical users. Additionally, performance during rendering large data sets and visualization features needs enhancement. Sigma could benefit from enhanced visualization options and clearer pricing structures. Users face a learning curve that could be eased with better instructional resources.

Ease of Deployment and Customer Service:Pentaho supports on-premises and hybrid cloud deployments, backed by a strong community and robust support for enterprises. Sigma offers flexible cloud deployment but faces criticism for limited customer assistance and costly licensing impacting accessibility.

Pricing and ROI: Pentaho offers a cost-effective open-source community edition. Its enterprise edition competes well in pricing, though costs rise with advanced features. Sigma's moderate costs are affected by high creator license fees. Both platforms reportedly enhance efficiency, with Pentaho offering better budgetary relief initially, and Sigma utilizing flexible licensing with some cost limitations.

To learn more, read our detailed Pentaho Business Analytics vs. Sigma Report (Updated: June 2026).

Buyer's Guide

Pentaho Business Analytics vs. Sigma

June 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

6.0

Sigma enhances productivity by 25% through efficiency, reducing development time and manual tasks for quicker data-driven decisions.

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

7.2

Sigma's customer service is praised for its accessibility, professionalism, real-time expertise, and efficient problem-solving during transitions and urgent issues.

No quotes available

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

Their support I really think is a 10 out of 10.

Vince Doc

CTO

The support staff are all professional users of the product itself and they are available almost 24/7 and helped me to come up with solutions to all of the problems that I had.

Lh Hawes

Business Intelligence and Analytics Intern at Workato

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

6.0

Sigma's architecture offers scalability and flexibility, managing large data and users efficiently, supporting expansion with accessible features.

No quotes available

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

Sigma seemed to scale just fine with our large data sets and could handle anything we threw at it.

Lh Hawes

Business Intelligence and Analytics Intern at Workato

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

8.2

Sigma offers stable, reliable performance for daily analytics, with users experiencing smooth functionality and no major issues.

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 requires advancements in complex queries, visualization, user interface, data modeling, collaboration, and faster processing, with improved Snowflake integration.

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

Sigma lacks a versioning feature to track changes.

reviewer2346903

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

It would be great if there was a way for me to create reports without relying on a data analyst.

Russell Rothstein

CEO at PeerSpot

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.

Sigma offers moderate pricing with flexible licensing, though high admin costs may limit report creation access, saving infrastructure expenses.

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 offers a user-friendly, scalable platform for data analysis, integrating Snowflake and enabling dashboard creation without SQL expertise.

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

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

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

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 (16th)

Sigma

Ranking in BI (Business Intelligence) Tools

16th

Average Rating

7.8

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Visualization (15th)

Mindshare comparison

As of July 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 Sigma is 1.4%, down from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
Sigma	1.4%
Pentaho Business Analytics	1.0%
Other	97.6%

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

Construction Company

13%

Financial Services Firm

12%

Comms Service Provider

Manufacturing Company

Financial Services Firm

12%

Manufacturing Company

10%

Healthcare Company

Outsourcing 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	7
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...

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...

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What needs improvement with Pentaho Business Analytics?

See all answers

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.

See all answers

What needs improvement with Sigma?

I think Sigma can be improved by continuing to do what they are doing in leaning into AI and leaning into the Snowflake integration with AI. All of the conversational features that they have recent...

See all answers

What is your primary use case for Sigma?

My main use case for Sigma is for enterprise dashboards, which is originally why I brought it in, and self-service analytics. A quick and specific example of how I used Sigma for enterprise dashboa...

See all answers

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Omni vs Sigma

Compared 17% of the time

Hex vs Sigma

Compared 11% of the time

ThoughtSpot vs Sigma

Compared 7% of the time

Apache Superset vs Sigma

Compared 6% of the time

Tableau Enterprise vs Sigma

Compared 5% of the time

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Product Reports

Buyer's Guide

Pentaho Business Analytics

June 2026

Download Pentaho Business Analytics product report

Buyer's Guide

Sigma

June 2026

Download Sigma product report

Also Known As

Pentaho, Kettle, Hitachi Pentaho Business Analytics

No data available

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

Sigma enhances data tasks with an Excel-like interface, encouraging collaboration and non-technical user engagement. Its strengths include handling vast datasets and facilitating real-time data exploration, appealing to industries aiming for data-driven decision-making.

Sigma stands out with its capabilities for real-time collaboration and ease of use due to its Excel-inspired interface. It supports engagement with large datasets and prioritizes strong data governance. Key features include live queries on cloud databases and seamless integration with Snowflake. Its AI capabilities and self-service access help users perform detailed reporting and pivot table creation from extensive datasets, significantly affecting organizational efficiency and decision-making processes.

What are Sigma's most important features?

Excel-like Interface: Facilitates ease of data interaction for non-technical users.
Real-time Collaboration: Enables users to work together simultaneously.
Large Dataset Handling: Efficiently manages extensive data volumes.
Live Cloud Data Queries: Access real-time data directly from the cloud.
Integration with Snowflake: Provides unified data views and seamless data access.
AI Capabilities: Enhances data processing and analysis efficiency.

What benefits or ROI should users look for?

Ease of Use: Simplifies data tasks for non-technical users.
Improved Efficiency: Enhances decision-making capabilities through comprehensive reporting.
Self-service Data Access: Allows independence in generating reports and data analysis.
Real-time Insights: Offers immediate data exploration and insights.
Data Governance: Ensures robust management of data security and integrity.

Sigma is predominantly used for creating dashboards, reporting, and data visualization. It assists in real-time data exploration and ad hoc analysis, connecting seamlessly with Snowflake for consistent data views. Sales teams use it for performance comparison dashboards, while marketing teams apply it for data migration assessments. Organizations leverage its comprehensive reporting and analytics for informed decision-making.

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

June 2026

Free Report: Pentaho Business Analytics vs. Sigma

Find out what your peers are saying about Pentaho Business Analytics vs. Sigma and other solutions. Updated: June 2026.

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