Pentaho Business Analytics vs Zoho Analytics comparison

Hitachi Vantara and Zoho are both solutions in the Reporting category. Hitachi Vantara is ranked #13 with an average rating of 8.5, while Zoho is ranked #6 with an average rating of 8.0. Hitachi Vantara holds a 1.7% mindshare in RT, compared to Zoho’s 1.6% mindshare. Additionally, 87% of Hitachi Vantara users are willing to recommend the solution, compared to 97% of Zoho users who would recommend it.

Pentaho Business Analytics

Read 45 Pentaho Business Analytics reviews

1,867 Views
784 Comparison Views

87% willing to recommend

Zoho Analytics

Read 35 Zoho Analytics reviews

1,830 Views
567 Comparison Views

97% willing to recommend

Pentaho Business Analytics

Zoho Analytics

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 1, 2025

Pentaho Business Analytics and Zoho Analytics are competitors in the business analytics category. Zoho seems to have the upper hand due to its user-friendly design, despite Pentaho's strong ETL capabilities.

Features: Pentaho Business Analytics offers a powerful ETL tool called Pentaho Data Integration, supporting diverse data sources, including Big Data, and features customizable dashboards. Zoho Analytics provides seamless API integration and a variety of ready-to-use dashboards, allowing easy data visualization for users without technical expertise.

Room for Improvement: Pentaho needs to enhance its graphical interface and simplify dashboard creation, as well as improve its Community Edition's performance with large datasets. Zoho could improve its support responsiveness, offer more graphical options, and better manage query complexity.

Ease of Deployment and Customer Service: Pentaho allows versatile deployment with on-premises and hybrid cloud options, backed by a robust community, although some users find the documentation lacking. Zoho offers flexible cloud deployment and generally receives praise for its responsive customer service, though technical support experiences vary.

Pricing and ROI: Pentaho provides a free Community Edition that can lower costs, but its Enterprise Edition is expensive and recommended only for users needing advanced features. Zoho's pricing is flexible and seen as reasonable, with plans to fit various budgets, and offers quick returns on investment due to its efficient setup and use.

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

Buyer's Guide

Pentaho Business Analytics vs. Zoho Analytics

January 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

4.7

Zoho Analytics boosts decision-making, saves time, enhances sales, and offers great value with real-time data and positive feedback.

No quotes available

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

The integration with Zoho People is particularly important because I can access real-time data at any time, including what's happening in the last minute.

Sai Nandan Sambu

Associate Data Analyst at Monocept

After incorporating Zoho Analytics, now all our decisions come from its reviews.

Siddharth Aravind

Pricing Analyst at Transcend

Any time I've integrated customer data using Zoho, I've received great feedback and referrals, and Zoho has gotten me referrals and more customers.

Edwin Nderitu

Zoho Analyst BI Consultant at The Digital Monkeys

For more quotes and insights, download the Zoho Analytics 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

5.4

Zoho Analytics offers generally effective customer service, though response times and solution completeness can vary based on user experiences.

No quotes available

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

The support team doesn't have full awareness of the system capabilities.

Eslam Abo Elnaga

Senior people and systems analyst at B_labs & Mylo

Zoho support provides assistance through live chat to guide us.

Nadeem Asghar

Senior Zoho Developer at a cloud solution provider with self employed

If you need help with any issue you face, you can directly call them.

Rahul Lomate

Senior Software Engineer at Transasia Bio-Medicals Ltd.

For more quotes and insights, download the Zoho Analytics 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

6.3

Zoho Analytics is scalable, managing 1,000 to 2 million records, but needs improvements for better large-scale adaptability.

No quotes available

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

Zoho Analytics can easily adapt to our needs when they grow, and you don't need much knowledge to adapt it; even basic Excel knowledge is sufficient.

Siddharth Aravind

Pricing Analyst at Transcend

You can utilize URL features to redirect users to their records in Zoho CRM or Zoho Desk with just a click.

Hunbel CH

Software Engineer at Stackbox 360

Zoho Analytics is scalable.

Vedhanayagam R

Data Analyst at Mobolution

For more quotes and insights, download the Zoho Analytics 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

7.2

Zoho Analytics is stable and reliable, with minimal downtime, though some users report challenges with specific features.

It can handle large datasets.

ALEXANDRERIBEIRO

DBA at Federal University of Uberlândia

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

A major missing feature compared to Power BI is the ability to create multiple DAX measures or row-level context, which would be useful for showing custom profit and loss statements.

Vedhanayagam R

Data Analyst at Mobolution

The stability and reliability of Zoho Analytics have been good over time.

Hunbel CH

Software Engineer at Stackbox 360

The stability and reliability of the product is crucial for optimal performance.

Angel David Pacheco Beltrán

Software Developer at Cloud Lion

For more quotes and insights, download the Zoho Analytics report

Room For Improvement

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

Zoho Analytics users seek enhanced visual tools, better support, improved AI, connectivity, and pricing, with faster sync times.

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 collaborative features of Zoho Analytics have faced one issue: they have tried to reduce the sync time with most Zoho applications, but even with CRM, the sync still takes one hour.

Hunbel CH

Software Engineer at Stackbox 360

While Power BI uses Power Query, an intuitive and powerful tool that allows data manipulation in any way, Zoho Analytics has limitations.

Vedhanayagam R

Data Analyst at Mobolution

Having to pay for 25 users when only 11 are needed creates an issue with the pricing structure.

Nadeem Asghar

Senior Zoho Developer at a cloud solution provider with self employed

For more quotes and insights, download the Zoho Analytics report

Setup Cost

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

Zoho Analytics provides cost-effective pricing with flexible billing, competitive against Tableau and Power BI for budget-conscious 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

The annual subscription cost of Zoho Analytics is equivalent to about half of the monthly cost of tools such as Tableau or Power BI.

Vedhanayagam R

Data Analyst at Mobolution

The pricing for Zoho Analytics is actually cheaper than the competitors for the kind of service they provide.

Sudharsan Nagarajan

Senior Product Analyst at Bureau

For more quotes and insights, download the Zoho Analytics report

Valuable Features

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

Zoho Analytics enhances decision-making with customizable dashboards, AI-driven insights, seamless integration, and user-friendly reporting and visualization tools.

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 AI called Zia in Zoho Analytics is extremely useful. Whenever I build a chart or dashboard, I can generate a summary of insights using this AI tool, which is very convenient for both leadership and manager level teams to understand the data concepts.

Vedhanayagam R

Data Analyst at Mobolution

The best feature is that in the same tool, we can use SQL and business intelligence capabilities.

Sai Nandan Sambu

Associate Data Analyst at Monocept

Regarding integration capabilities, I have found Zoho Analytics' 100+ integrations very effective in consolidating data from various sources.

Sandip Bangar

Business Analyst at a tech consulting company with 51-200 employees

For more quotes and insights, download the Zoho Analytics report

Categories and Ranking

Pentaho Business Analytics

Ranking in BI (Business Intelligence) Tools

20th

Ranking in Reporting

13th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Cloud Operations Analytics (2nd)

Zoho Analytics

Ranking in BI (Business Intelligence) Tools

7th

Ranking in Reporting

6th

Average Rating

8.2

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

Data Visualization (7th), Embedded BI (6th)

Mindshare comparison

As of January 2026, in the Reporting category, the mindshare of Pentaho Business Analytics is 1.7%, up from 1.1% compared to the previous year. The mindshare of Zoho Analytics is 1.6%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Reporting Market Share Distribution
Product	Market Share (%)
Zoho Analytics	1.6%
Pentaho Business Analytics	1.7%
Other	96.7%

Reporting

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

Vedhanayagam R

Data Analyst at Mobolution

Has supported trend analysis and forecasting but needs major fixes in customization and reliability

There are some areas where Zoho Analytics needs improvement compared to Power BI. Uploading and interpreting data inside the interface needs enhancement. While Power BI uses Power Query, an intuitive and powerful tool that allows data manipulation in any way, Zoho Analytics has limitations. I usually prepare data in Excel before uploading it to Zoho Analytics. The charts in Zoho Analytics are not as customizable as in Power BI. While all chart types are available, they can only be modified at a basic level, not an advanced level. Though trend analysis features are provided, creating anything out of the box is challenging.

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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

Computer Software Company

12%

Manufacturing Company

Comms Service Provider

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	29
Midsize Enterprise	4
Large Enterprise	4

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?

See all answers

What do you like most about Zoho Analytics?

Zoho Analytics's most valuable feature is the ability to provide excellent analytics through a single platform.

See all answers

What is your experience regarding pricing and costs for Zoho Analytics?

Compared to other analytic tools, Zoho Analytics is cost-effective. The annual subscription cost of Zoho Analytics is equivalent to about half of the monthly cost of tools such as Tableau or Power ...

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What needs improvement with Zoho Analytics?

For our strategic initiatives, the AI functionality is not useful because it cannot provide requirement-specific insights. It only gives an overview of the report. One major issue I face in Zoho An...

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Compared 6% 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

Zoho Analytics

January 2026

Download Zoho Analytics product report

Also Known As

Pentaho, Kettle, Hitachi Pentaho Business Analytics

Zoho Reports

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

Zoho Reports is a powerful, easy-to-use and highly scalable cloud-based reporting and business intelligence platform for small to medium-sized businesses. Its flexible pay-as-you-go pricing model and scope for customization allow businesses to tailor it to their unique needs.

Zoho

Sample Customers

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

Suzuki, American Pacific Mortgage, KPMG, Air Canada, University of Michigan, BricozOr, WorldWide Express, The University of Melbourne, Novartis, SAIC

Buyer's Guide

Pentaho Business Analytics vs. Zoho Analytics

January 2026

Free Report: Pentaho Business Analytics vs. Zoho Analytics

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

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