Knowage vs Plotly Dash Enterprise comparison

Why PeerSpot?

Knowage and Plotly are both solutions in the Reporting category. Knowage is ranked #22, while Plotly is ranked #3 with an average rating of 8.2. Knowage holds a 2.0% mindshare in RT, compared to Plotly’s 1.6% mindshare. Additionally, 85% of Knowage users are willing to recommend the solution, compared to 98% of Plotly users who would recommend it.

Knowage

Read 18 Knowage reviews

4,165 Views
2,083 Comparison Views

85% willing to recommend

Plotly Dash Enterprise

Read 45 Plotly Dash Enterprise reviews

2,981 Views
2,832 Comparison Views

98% willing to recommend

Knowage

Plotly Dash Enterprise

Comparison Buyer's Guide

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Executive SummaryUpdated on Feb 8, 2026

Knowage and Plotly Dash Enterprise are competitors in the business analytics software market. Knowage shows strength in pricing and customer support, while Plotly Dash Enterprise is known for its robust features and high ROI.

Features: Knowage provides open-source flexibility, a suite of Business Intelligence tools, and broad data handling capabilities. Plotly Dash Enterprise offers advanced interactive visualizations, Python integration, and support for Python libraries.

Ease of Deployment and Customer Service: Knowage is praised for its easy deployment and effective customer service, offering good support for setup. Plotly Dash Enterprise needs more technical skills during deployment but compensates with comprehensive customer support for troubleshooting and assistance.

Pricing and ROI: Knowage presents a cost-effective pricing structure offering good returns. Plotly Dash Enterprise requires a higher initial investment but provides significant ROI through its premium features, which supports its long-term analytics value.

To learn more, read our detailed Knowage vs. Plotly Dash Enterprise Report (Updated: September 2026).

Buyer's Guide

Knowage vs. Plotly Dash Enterprise

September 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:

Categories and Ranking

Knowage

Ranking in Reporting

22nd

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

BI (Business Intelligence) Tools (32nd)

Plotly Dash Enterprise

Ranking in Reporting

3rd

Average Rating

8.2

Reviews Sentiment

5.3

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of November 2026, in the Reporting category, the mindshare of Knowage is 2.0%, up from 1.0% compared to the previous year. The mindshare of Plotly Dash Enterprise is 1.6%, up from 1.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Reporting Mindshare Distribution
Product	Mindshare (%)
Plotly Dash Enterprise	1.6%
Knowage	2.0%
Other	96.4%

Reporting

Featured Reviews

AbdulshukoorMohammed

General Manager Information Technology & Enterprise Applications Manager at OXFORD HOLDING

Easy to customize, cross-platform capable, and very stable

The only challenge here is that it's a Java-based platform. It requires very high technical skills. When we come to the integration with the single sign-on facilities, that part is very challenging. In Power BI and other tools, it's very easy to integrate with active directory and single sign-on, and identity management is very easy in other business intelligence tools. However, when it comes to Knowage, it's a bit heavy, it's time-consuming sometimes, it's not very fast, and definitely not as fast as other business intelligence tools in terms of getting graphical reports. The solution could be cheaper.

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

Quotes from Members

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

Pros

"I can't name the features the way the Knowage community calls them because I still don't know the lingo. However, I can describe them. I like the ability to join more than one report, set all fields on one end, and replicate that on the other reports. I like that a lot. I think it's one of the features that got me using Knowage. They have tables, and I like that too. They took SQL scripts and many other scripts and enabled them to even correlate with Python. That's also one of the best things about Knowage. You could also decide to get information per user role, and this is also a feature that I like in Knowage."

"Nice features available in SpagoBI compared with other open-source BI are Auditing, Collaborative BI, Query By Example, and User Profiling."

"In terms of ROI, much better than any other solution when it offer full fledged features in open source, planned to have direct contact with SpagoBI for better support."

"The concept of engines is quite powerful allowing the user to work with report authoring/provisioning tools of their choice."

"It's very easy to get the historical reports you need based on the business requirements and this helps our executives for taking decisions."

"The most valuable features to us are application implementation, development, and analysis."

"Customer Service: Excellent."

"Our customers really appreciate the self-service BI functionalities."

More Knowage pros

"The impact of Plotly Dash Enterprise on my organization has been very great."

"Plotly Dash Enterprise positively impacted my organization by improving how analysis was communicated and reducing the amount of manual reporting work and the time that was saved."

"The best features that Plotly Dash Enterprise offers are that it is a great no-code solution if you want interactive visualizations without using the tools within Python or R."

"Plotly Dash Enterprise positively impacts our organization as we have started projects completely with Plotly Dash Enterprise, implemented for the last four years, focusing on real-time data where we check the real-time data every ten seconds."

"It is a scalable solution. Scalability-wise, I rate the solution a nine to ten out of ten."

"Since using Plotly Dash Enterprise, it has improved my decision-making and helped me understand which regions of Brazil my customers are purchasing my books from."

"The level of interactivity that the product provides is valuable to me."

"Plotly Dash Enterprise has made the creation of financial models and dashboards very handy and very easy for my organization, as I used to work on Power BI and Tableau, which used to take some time."

More Plotly Dash Enterprise pros

Cons

"When it comes to Knowage, it's a bit heavy, it's time-consuming sometimes, it's not very fast, and definitely not as fast as other business intelligence tools in terms of getting graphical reports."

"The only challenge here is that it's a Java-based platform. It requires very high technical skills."

"Unfortunately, many interesting features do not work when you are using a custom database for storing the metadata."

"The demands of some jobs would slow Spago and lock the site, preventing any other job from processing."

"Many things need to be improved, most of all robustness."

"Yes, using Mobile and Desktop Editions, we would sometimes need to restart the service."

"Tomcat configuration was tricky in earlier versions."

"Development of SpagoBI has now been moved to Knowage. Users interested in further developments of the platform will have to look there."

More Knowage cons

"The solution cannot be deployed on the website and shared with others through its own platform."

"We need to use fewer processes because we have a great opportunity to improve the dynamic graphics as they use a lot of processors and computer clusters, which over the years become very expensive for the business."

"To improve Plotly Dash Enterprise, I suggest that cross-filtering capabilities need significant improvement along with file uploads and downloading data as a CSV or in any other requested format, as we seek more features aligned with user requests."

"Since we are feeding Plotly with a lot of data, I think there is a security gap."

"I believe that Plotly Dash Enterprise should improve the enterprise membership plan, which is restricted to some features such as AG Grid table and data table, particularly the nested feature that requires a paid membership."

"If they could enhance the exploratory data analysis aspect and leverage generative AI to provide patterns and trends automatically, it would set them apart in the market."

"The out-of-the-box UI components currently feel basic and limited compared to modern design components, and styling often requires extra effort."

"I faced some challenges as Plotly plots were slow."

More Plotly Dash Enterprise cons

Pricing and Cost Advice

"Knowage is open-source, and an enterprise edition is also available."

"It allows the implementation of an effective reporting system using internal skills at a limited upfront cost."

"I only use the free tier of the product."

"It is an open-source tool. My company hasn't explored Plotly's premium services yet, but I believe the prices could be on the premium side."

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Top Industries

By visitors reading reviews

Construction Company

19%

Outsourcing Company

10%

Manufacturing Company

10%

Comms Service Provider

University

19%

Outsourcing Company

15%

Manufacturing Company

11%

Financial Services Firm

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	6
Large Enterprise	6

By reviewers
Company Size	Count
Small Business	26
Midsize Enterprise	5
Large Enterprise	24

Questions from the Community

Ask a question

Earn 20 points

What is your experience regarding pricing and costs for Plotly?

I am not aware of the pricing, setup cost, and licensing.

See all answers

What needs improvement with Plotly?

To improve Plotly Dash Enterprise, I recommend providing a basic course on platforms like YouTube for beginners to get an idea of Plotly Dash Enterprise. I do not have anything else to add about ne...

See all answers

What is your primary use case for Plotly?

My main use case for Plotly Dash Enterprise is to build confidence for interviews. I used Plotly Dash Enterprise to build confidence by giving interviewees queries similar to what a business analys...

See all answers

Comparisons

Tableau Enterprise vs Knowage

Compared 8% of the time

Pentaho Business Analytics vs Knowage

Compared 7% of the time

Procurify vs Knowage

Compared 6% of the time

Microsoft Power BI vs Knowage

Compared 5% of the time

SAP BusinessObjects Business Intelligence vs Knowage

Compared 3% of the time

More Knowage Competitors

Microsoft Power BI vs Plotly Dash Enterprise

Compared 17% of the time

Tableau Enterprise vs Plotly Dash Enterprise

Compared 16% of the time

Power BI Embedded Analytics vs Plotly Dash Enterprise

Compared 13% of the time

Panorama Necto vs Plotly Dash Enterprise

Compared 6% of the time

Looker Studio vs Plotly Dash Enterprise

Compared 5% of the time

More Plotly Dash Enterprise Competitors

Product Reports

Buyer's Guide

Knowage

October 2026

Download Knowage product report

Buyer's Guide

Plotly Dash Enterprise

October 2026

Download Plotly Dash Enterprise product report

Also Known As

SpagoBI

No data available

Overview

Knowage is an open-source business intelligence suite offering features like engine concepts and report customization. It's favored for its integration capabilities and self-service BI functionality, allowing users to leverage cross-platform access and conduct comprehensive data analysis.

Knowage stands out in the BI landscape by providing tools that facilitate autonomous data exploration, with an emphasis on flexibility and extensive integration options. With capabilities for embedding reports and dynamic dashboards, it supports various analysis needs through integration with databases and tools like Jasper and BIRT. Despite its technical complexity and interface limitations, Knowage's features such as GIS integration and big data visualization enhance operational efficiency and profitability analysis.

What are the key features of Knowage?

Powerful engines: Facilitate complex data processing with high efficiency.
Report customization: Tailor reports to meet specific business requirements.
Cross-platform access: Enable data accessibility across different devices.
Open-source: Leverage the flexibility and cost-effectiveness of open-source solutions.
Embedding capabilities: Integrate seamlessly with tools like Jasper for enhanced functionality.
Python support: Use Python for advanced data correlation and analyses.
GIS integration: Incorporate geographical data for enriched insights.

What benefits should you consider in reviews?

Increased efficiency: Streamlined report deployment and big data visualization.
Comprehensive analysis: Tools for evaluating activities and profitability.
Data export options: Support for exporting data in preferred formats simplifies reporting tasks.
Operational cost savings: Eliminates the need for third-party BI solutions.

In the healthcare and financial sectors, Knowage is used for deriving insights from health data warehouses and performing financial analyses. Companies use it to create dashboards and reports from MySQL databases, embedding them for wider distribution, and enabling effective resource evaluation and decision-making.

Knowage

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

FIAT Group, Italian air navigation service provider, Ministry of Education and Science of the Russian Federation, Telecom Italia, ASL Genovese, San Giovanni Battista University Hospital

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

Buyer's Guide

Knowage vs. Plotly Dash Enterprise

September 2026

Free Report: Knowage vs. Plotly Dash Enterprise

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