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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
4th
Average Rating
8.2
Reviews Sentiment
5.7
Number of Reviews
20
Ranking in other categories
No ranking in other categories
Yellowfin
Ranking in Reporting
24th
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 (15th)
 

Mindshare comparison

As of May 2026, in the Reporting category, the mindshare of Plotly Dash Enterprise is 1.6%, up from 1.3% compared to the previous year. The mindshare of Yellowfin is 1.8%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Reporting Mindshare Distribution
ProductMindshare (%)
Plotly Dash Enterprise1.6%
Yellowfin1.8%
Other96.6%
Reporting
 

Featured Reviews

reviewer2835996 - PeerSpot reviewer
Data 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

"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."
"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."
"The impact of Plotly Dash Enterprise on my organization has been very great."
"The level of interactivity that the product provides is valuable to me."
"When reviewing and interpreting data, I typically examine it in a tabular form to understand its structure. However, when explaining or presenting the findings to others, I often use visualization tools such as Plotly. These tools allow me to create visual representations of datasets."
"Plotly Dash Enterprise has positively impacted my organization by giving us valuable inputs through the interactive visuals, which we can use to make concrete decisions that help us improve our top line or bottom line."
"I have been using it to turn raw data into interactive, presentation-ready visuals with no extra effort, making exploratory data analysis faster and stakeholder communication far more effective."
"Overall, it is not just a visualization tool for me; it is a platform that delivers end-to-end data solutions for business growth."
"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."
"Yellowfin doesn’t try to do everything – it is a BI presentation and communication tool, and it does it brilliantly."
"It is a central source of up-to-date data and information."
"It is able to create information dashboards for various users' throughout."
"It is a central source of up-to-date data and information."
 

Cons

"Plotly Dash Enterprise works well for most cases, but for some large data sets, it can be a bit laggy."
"As a student, I haven't seen a return on investment or any metrics or examples such as saving time or resources."
"Plotly Dash Enterprise is pretty good, but it could benefit from more marketing so that more people are aware of it."
"I believe that the prices of the tool's paid services could be on the premium side, so the pricing model can be considered for improvement."
"One area for improvement would be to teach how Plotly should be used and what it can do, perhaps by providing content to understand Plotly."
"It could have developed a more gradual learning curve."
"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."
"I sometimes find that the documentation is not comprehensive and more detailed documentation should be available for the benefit of other companies using it."
"It needs more presentation/charting capabilities and integration with GIS."
"It needs more presentation/charting capabilities and integration with GIS."
"The first release was a bit buggy, but they seem to have gotten on top of that very quickly."
 

Pricing and Cost Advice

"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."
"I only use the free tier of the product."
Information not available
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Top Industries

By visitors reading reviews
University
17%
Computer Software Company
10%
Outsourcing Company
9%
Comms Service Provider
7%
Construction Company
18%
Educational Organization
14%
Financial Services Firm
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business15
Midsize Enterprise2
Large Enterprise10
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Plotly?
The pricing for Plotly Dash Enterprise is based on custom and variable factors, with no fixed public prices. It depends on the number of users, deployment type, support level, and scale. The enterp...
What needs improvement with Plotly?
There are definitely a few areas where Plotly Dash Enterprise could improve to become even more effective. Currently, most dashboards need to be built from scratch, so having more ready-made templa...
What is your primary use case for Plotly?
My main use case for Plotly Dash Enterprise is building and deploying interactive, production-ready applications for business users. I primarily use it to convert complex data analyses into user-fr...
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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: April 2026.
894,738 professionals have used our research since 2012.