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Plotly Dash Enterprise vs Yellowfin comparison

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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
45
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 (35th), Data Visualization (22nd), Embedded BI (16th)
 

Mindshare comparison

As of October 2026, in the Reporting category, the mindshare of Plotly Dash Enterprise is 1.6%, up from 1.5% compared to the previous year. The mindshare of Yellowfin is 1.8%, up from 0.7% 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
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

"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 positively impacted my organization by improving how analysis was communicated and reducing the amount of manual reporting work and the time that was saved."
"Plotly Dash Enterprise has positively impacted my organization because decision-making becomes easier."
"In my day-to-day work at a market research company, our team uses it to turn raw survey or business data into live visual dashboards that help our clients and teams monitor insights in real time, which leads to better decision-making."
"Development and deployment time typically shows a 50 to 80% faster time to production, and there is also a 60 to 90% reduction in repetitive reporting work because organizations have self-serve dashboards and scheduled reports where one internal app often replaces hours of weekly manual work."
"Plotly Dash Enterprise has transformed my projects by moving them from local scripts to secure production-grade applications that drive faster data-driven decisions."
"The best features Plotly Dash Enterprise offers is the clarity."
"I have noticed that people who previously had fear while speaking now speak confidently in meetings and everywhere with clients."
"It is able to create information dashboards for various users' throughout."
"Yellowfin doesn’t try to do everything – it is a BI presentation and communication tool, and it does it brilliantly."
"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."
 

Cons

"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 main limitation was the learning curve during the setup and deployment."
"I faced problems where legends and axis labels tend to overlap often, especially with large datasets or longer label names, which looks very messy."
"I would say scalability of Plotly Dash Enterprise is low when I used it; it was not easy to adapt to different data volumes or needs."
"There are a couple of things I feel could be improved. With the new version, I feel that there is an opportunity to log, download the logs, and export the logs."
"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."
"I would like to discuss improvements needed for Plotly Dash Enterprise, specifically regarding licensing and documentation that I wish were different."
"Since we are feeding Plotly with a lot of data, I think there is a security gap."
"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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915,341 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
University
19%
Outsourcing Company
16%
Manufacturing Company
11%
Computer Software Company
6%
Construction Company
18%
Educational Organization
10%
Manufacturing Company
8%
Comms Service Provider
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business26
Midsize Enterprise5
Large Enterprise23
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Plotly?
I find the pricing of Plotly Dash Enterprise to be reasonable.
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...
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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: September 2026.
915,341 professionals have used our research since 2012.