Pentaho Business Analytics vs Plotly Dash Enterprise comparison

Pentaho Business Analytics vs. Plotly Dash Enterprise

Download the complete report

Helped 902,988 peers since 2012

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

4.8

Plotly Dash Enterprise boosts ROI by accelerating development, enhancing productivity, and enabling efficient, interactive data analysis and decision-making.

No quotes available

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

Ad-hoc analyses that used to take days have been reduced significantly, with one case where the team saved seven to ten days per month.

For more quotes and insights, download the Plotly Dash Enterprise report

Azure Data Engineer at a tech services company with 11-50 employees

My team moved from a six-month dev cycle to two weeks.

Yogesh

Data Scientist at a university with 11-50 employees

Using Plotly Dash Enterprise built automated portals connected directly to localized storage saves time to insight—dropping it to under five minutes—and saves engineers hundreds of hours annually.

reviewer2858970

Research Assistant - HMI Researcher/ Designer at a university with 10,001+ employees

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

5.0

Plotly Dash Enterprise offers highly-rated customer service with responsive support, helpful resources, and effective technical assistance within days.

No quotes available

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

They assist with installation, deployment, performance tuning, scalable architecture, and troubleshooting, which are valuable for initial setups and production-ready configurations.

For more quotes and insights, download the Plotly Dash Enterprise report

Azure Data Engineer at a tech services company with 11-50 employees

Unlike many software companies where the first line of support is non-technical, Plotly splits it into two expert groups: Install Infra group and Solution group.

Yogesh

Data Scientist at a university with 11-50 employees

I have noticed specific outcomes from using Plotly Dash Enterprise.

reviewer2827539

Product Engineer at a program development consultancy with 1-10 employees

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

5.0

Plotly Dash Enterprise is scalable, supporting large datasets and multiple users, leveraging Python, React, Docker, and Kubernetes.

No quotes available

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

We can scale by adding more instances to handle multiple users efficiently, with the ability to support hundreds to thousands of users with proper backend performance control.

For more quotes and insights, download the Plotly Dash Enterprise report

Azure Data Engineer at a tech services company with 11-50 employees

For infrastructure scalability, we are thinking about Docker or Kubernetes while also utilizing Redis for a shared state, making auto-scaling based on CPU or RAM usage available.

reviewer2816121

Software Developer at a tech vendor with 10,001+ employees

Plotly Dash Enterprise provides a strong foundation for scalability, but the real performance comes from combining the platform with a good design system.

reviewer2827170

student at a university with 5,001-10,000 employees

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

7.9

Plotly Dash Enterprise is stable and efficient, supporting academic and production environments, though complex designs may impact performance.

It can handle large datasets.

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

DBA at Federal University of Uberlândia

It allows us to build, design, and deploy production-grade applications independently in Python.

reviewer2849562

Data Scientist at a healthcare company with 501-1,000 employees

Plotly Dash Enterprise is stable.

reviewer2827509

Booking Analyst at a financial services firm with 501-1,000 employees

Plotly Dash Enterprise is stable in my experience, being reliable for implementation and deployment to production.

reviewer2835270

Software Developer at a retailer with 51-200 employees

For more quotes and insights, download the Plotly Dash Enterprise report

Room For Improvement

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

Plotly Dash Enterprise needs improved performance, UI, onboarding resources, customization, and better pricing for users handling large datasets.

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.

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

DBA at Federal University of Uberlândia

A more guided user interface and low-code features would help with onboarding for beginners and non-technical users, making the platform more accessible.

For more quotes and insights, download the Plotly Dash Enterprise report

Azure Data Engineer at a tech services company with 11-50 employees

There should be a focus on mobile responsiveness and shifting from standard CSS to Dash Mantine Components and Dash Bootstrap while utilizing grid systems for large data bottlenecks.

reviewer2816121

Software Developer at a tech vendor with 10,001+ employees

I wish for features such as auto detection of data and auto analysis to be included.

reviewer2816469

Student at a university with 51-200 employees

Setup Cost

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

Plotly Dash Enterprise offers custom pricing based on user and support needs, with enterprise options reaching six-figure costs.

Pentaho Business Analytics is priced similarly to other competitors such as QlikView and Tableau.

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

DBA at Federal University of Uberlândia

The cost can be significant, such as tens of thousands per year, but it includes features such as security, deployment, and support, which justifies it for a larger team.

reviewer2835996

Operations Analyst at a non-profit with 51-200 employees

The enterprise price can reach around one hundred thousand dollars per year, varying according to organizational size.

For more quotes and insights, download the Plotly Dash Enterprise report

Azure Data Engineer at a tech services company with 11-50 employees

The setup cost was nothing and is fine.

reviewer2827539

Product Engineer at a program development consultancy with 1-10 employees

Valuable Features

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

Plotly Dash Enterprise offers seamless Python integration, easy deployment, and scalability for creating secure, interactive dashboards with minimal coding.

It is a stable product, and it can handle large datasets.

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

DBA at Federal University of Uberlândia

The built-in handling of Kubernetes and Docker in Plotly Dash Enterprise makes our workflow easier because we only need to configure the dashboard once on how the data should look.

reviewer2814297

Professional Sd at a university with 10,001+ employees

The control access feature helps my team by using authentication code, so we can ensure only the people who should have access can view the dashboard.

reviewer2815047

Sr Data Analyst at a retailer with 10,001+ employees

The centralized data platform holds dashboards and supports version control and app management, along with interactive capabilities such as KPIs and data pipelines connecting databases, ETL systems, and ML models, fitting well into modern data stacks.

For more quotes and insights, download the Plotly Dash Enterprise report

Azure Data Engineer at a tech services company with 11-50 employees

Categories and Ranking

Pentaho Business Analytics

Ranking in Reporting

16th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

BI (Business Intelligence) Tools (20th), Cloud Operations Analytics (2nd)

Plotly Dash Enterprise

Ranking in Reporting

3rd

Average Rating

8.2

Reviews Sentiment

5.2

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of July 2026, in the Reporting category, the mindshare of Pentaho Business Analytics is 2.3%, up from 1.1% compared to the previous year. The mindshare of Plotly Dash Enterprise is 1.5%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Reporting Mindshare Distribution
Product	Mindshare (%)
Plotly Dash Enterprise	1.5%
Pentaho Business Analytics	2.3%
Other	96.2%

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

reviewer2835996

Operations Analyst at a non-profit with 51-200 employees

Interactive dashboards have transformed reporting and now speed up team decision making

One area where Plotly Dash Enterprise can be improved is the learning curve for beginners. It can take time to understand the callbacks and app structures. Debugging can sometimes be tricky, especially for complex apps. Improving documentation and providing more built-in templates or examples would make it easier for new users to get started. Another improvement could be around performance optimization in Plotly. For example, with a large dataset, a dashboard can sometimes become slow. Better built-in support for handling big data efficiently would help. Additionally, smoother integration with other data tools and cloud services would make it easier to fit into different tech stacks.

Read full review

See which vendors are best for you

Use our free recommendation engine to learn which Reporting solutions are best for your needs.

See recommendations

902,988 professionals have used our research since 2012.

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

University

17%

Manufacturing Company

13%

Outsourcing Company

12%

Computer Software 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	23
Midsize Enterprise	4
Large Enterprise	21

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...

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...

What needs improvement with Pentaho Business Analytics?

What is your experience regarding pricing and costs for Plotly?

My experience with pricing, setup cost, and licensing is that I was not completely involved in those aspects. My involvement was mainly from the user and dashboard deployment side rather than procu...

What needs improvement with Plotly?

The problem with Plotly Dash Enterprise is that it often suffers from callback hell because an output can only be targeted by a single callback in standard architecture, causing developers to write...

What is your primary use case for Plotly?

My main use case for Plotly Dash Enterprise involves production in a Python platform that empowers data teams to build, scale, and deploy interactive analytics and AI-driven data applications direc...

Tableau Enterprise vs Pentaho Business Analytics

Comparisons

Compared 10% of the time

Microsoft Power BI vs Pentaho Business Analytics

Compared 6% of the time

Knowage vs Pentaho Business Analytics

Compared 6% of the time

icCube vs Pentaho Business Analytics

Compared 5% of the time

KNIME Business Hub vs Pentaho Business Analytics

Compared 5% of the time

More Pentaho Business Analytics Competitors

Tableau Enterprise vs Plotly Dash Enterprise

Compared 20% of the time

Microsoft Power BI vs Plotly Dash Enterprise

Compared 18% of the time

Power BI Embedded Analytics vs Plotly Dash Enterprise

Compared 16% of the time

Knowage vs Plotly Dash Enterprise

Compared 11% of the time

Looker Studio vs Plotly Dash Enterprise

Compared 7% of the time

More Plotly Dash Enterprise Competitors

Product Reports

Pentaho Business Analytics

Download Pentaho Business Analytics product report

Plotly Dash Enterprise

Download Plotly Dash Enterprise 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

Plotly Dash Enterprise is a commercial platform designed for creating and deploying data visualization applications. It provides advanced tools and infrastructure to simplify the process of building interactive dashboards and analytics applications.

Plotly Dash Enterprise enables professionals to harness the power of Dash framework for enterprise-level scalability and deployment. By integrating seamlessly with existing workflows, it supports easy collaboration while ensuring robust data security. Users appreciate its ability to streamline the development of sophisticated visualizations that can be customized to meet specific analytical needs.

What are the standout features?

Customization Options: Offers extensive customization for tailored data visualizations.
Seamless Deployment: Facilitates rapid deployment of dashboards to servers or cloud environments.
Performance Optimization: Provides tools to optimize performance for handling large datasets.
Collaboration Tools: Enhances team collaboration with integrated sharing features.

What ROI factors should be considered?

Increased Productivity: Reduces development time with reusable components and templates.
Scalability: Supports scaling applications as data needs grow.
Cost Efficiency: Minimizes infrastructure costs through efficient resource management.

Plotly Dash Enterprise is employed in finance for real-time analytics dashboards, in healthcare for patient data visualization, and in marketing for customer insights. Its adaptability and ease of integration make it suitable across diverse industry applications where visual data analysis is critical.

Plotly

Sample Customers

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

Google, Goji, VIT, Smpl Bio, U.S. Air Force, C12 Energy, New York University

Pentaho Business Analytics vs. Plotly Dash Enterprise