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Plotly Dash Enterprise vs Yellowfin comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 2026

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

Plotly Dash Enterprise
Ranking in Reporting
3rd
Average Rating
8.2
Reviews Sentiment
5.2
Number of Reviews
43
Ranking in other categories
No ranking in other categories
Yellowfin
Ranking in Reporting
23rd
Average Rating
8.0
Reviews Sentiment
7.5
Number of Reviews
2
Ranking in other categories
BI (Business Intelligence) Tools (34th), Data Visualization (22nd), Embedded BI (16th)
 

Mindshare comparison

As of July 2026, in the Reporting category, the mindshare of Plotly Dash Enterprise is 1.5%, up from 1.3% compared to the previous year. The mindshare of Yellowfin is 1.8%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Reporting Mindshare Distribution
ProductMindshare (%)
Plotly Dash Enterprise1.5%
Yellowfin1.8%
Other96.7%
Reporting
 

Featured Reviews

reviewer2835996 - PeerSpot reviewer
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.
AC
‎IS Executive at SAINS
It is a central source of up-to-date data and information, but needs more charting capabilities
Management information Reporting Statistics Data analysis It reduces sending copies of different report/spreadsheet versions over email, which makes it difficult to access the right report. It is also able to create information dashboards for various users' throughout.  All management…

Quotes from Members

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

Pros

"My production team responded positively to having that real-time dashboard, and it changed their workflow and efficiency."
"Plotly Dash Enterprise has positively impacted my work by making my analysis easier."
"Instead of creating multiple dashboards, we can create a single dashboard with all kinds of charts, so I would say it improves the productivity and conceptual understanding of the dataset."
"Time saved is what we have seen as a return on investment with Plotly Dash Enterprise, as the mean time to resolve and the mean time to respond both went down, saving approximately 10 to 12 minutes per major incident."
"Plotly Dash Enterprise helps us achieve a much more interactive and vivid form of visualization for our organization, which helps us drive better results and analytics."
"Plotly Dash Enterprise is amazing because it makes excellent dashboards."
"Plotly Dash Enterprise has positively impacted my organization and project because we were able to create highly interactive visualizations."
"My main use case with Plotly Dash Enterprise is equally comparable to Power BI and Tableau for creating dashboards."
"It reduces time to reproduce reports, provides easy access to organisational data, and has the ability to generate a wide range of reports and analysis."
"It is a central source of up-to-date data and information."
"Yellowfin doesn’t try to do everything – it is a BI presentation and communication tool, and it does it brilliantly."
"It is able to create information dashboards for various users' throughout."
 

Cons

"Documentation is something that I feel can be improved for Plotly Dash Enterprise, as it is never finished and could be polished a little bit further."
"While Plotly Dash Enterprise is powerful, its default look can sometimes feel more academic or technical than the sleek, modern UI of dedicated BI tools."
"Lastly, production pricing flexibility is essential, as current pricing models seem more geared towards large organizations, which may limit accessibility for smaller teams and startups."
"I sometimes find that the documentation is not comprehensive and more detailed documentation should be available for the benefit of other companies using it."
"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."
"I would like to discuss improvements needed for Plotly Dash Enterprise, specifically regarding licensing and documentation that I wish were different."
"I faced problems where legends and axis labels tend to overlap often, especially with large datasets or longer label names, which looks very messy."
"The first release was a bit buggy, but they seem to have gotten on top of that very quickly."
"It needs more presentation/charting capabilities and integration with GIS."
 

Pricing and Cost Advice

"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."
Information not available
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Top Industries

By visitors reading reviews
University
17%
Manufacturing Company
13%
Outsourcing Company
12%
Computer Software Company
6%
Construction Company
19%
Educational Organization
13%
Manufacturing Company
9%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business23
Midsize Enterprise4
Large Enterprise21
No data available
 

Questions from the Community

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...
Ask a question
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Overview

 

Sample Customers

Google, Goji, VIT, Smpl Bio, U.S. Air Force, C12 Energy, New York University
NCS, Universitat Konstanz, AT&T, PG&E, SingTel, InternetStores
Find out what your peers are saying about Plotly Dash Enterprise vs. Yellowfin and other solutions. Updated: June 2026.
902,988 professionals have used our research since 2012.