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Plotly Dash Enterprise vs XLCubed 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
17th
Average Rating
7.8
Reviews Sentiment
4.0
Number of Reviews
4
Ranking in other categories
No ranking in other categories
XLCubed
Ranking in Reporting
33rd
Average Rating
7.6
Reviews Sentiment
6.3
Number of Reviews
2
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of March 2026, in the Reporting category, the mindshare of Plotly Dash Enterprise is 1.8%, up from 1.1% compared to the previous year. The mindshare of XLCubed is 0.8%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Reporting Mindshare Distribution
ProductMindshare (%)
Plotly Dash Enterprise1.8%
XLCubed0.8%
Other97.4%
Reporting
 

Featured Reviews

reviewer2785038 - PeerSpot reviewer
Senior Data Engineer at a transportation company with 501-1,000 employees
Python dashboards have transformed employment data into interactive insights for better decisions
The main improvement I can think of is that while creating charts, it gives you a certain format of how it could look. If you want to create something extra and go more vivid and creative with how the actual chart would look, it allows for that option but could be improved to be more artistic or aesthetically pleasing. This sort of format is missing, and I think it would be beneficial to the analytics team if it can be more interactive, with the capability of D3.js, and give us more control over how our actual dashboard would look to achieve a more aesthetic appearance. The strict format of how you can shape those charts and that extra nuance you need to keep in code to get the exact possible results are the reasons behind my rating. The rest of the features provided by Plotly are extremely good.
it_user1391316 - PeerSpot reviewer
Head of Finance Systems at NHS
Cost effective with great capability, performance, flexibility and visuals
In general, we're happy with the solution but we're always looking to see what else is out there. The thing we've struggled with is our partnership with Tagetik UK, the consultants, and the issue we had gaining access to consultants to develop the solution on our behalf. Thankfully we connected directly with XLCubed and now have a pretty close and good relationship with them so the earlier problem we had of actually getting resources to help us develop has now been solved. One of the things that we've been asking for and would like as an additional feature is a sort of benchmarking functionality. The ability to be able to benchmark, directly against the company digital corporate numbers. That said, there seems to be improved functionality within the latest release that could help us develop that further.

Quotes from Members

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

Pros

"It is a scalable solution. Scalability-wise, I rate the solution a nine to ten out of ten."
"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 helps us achieve a much more interactive and vivid form of visualization for our organization, which helps us drive better results and analytics."
"The solution has great capability, performance, flexibility, visuals, everything, and we also have a very good relationship with the consultants and the solution is also very cost effective."
"I am looking forward to testing their full graphics that are available, as they looked very interesting in the demo."
"Great capability, performance, flexibility, visuals, and the solution is also very cost effective."
"I am looking forward to testing their full graphics that are available, as they looked very interesting in the demo."
 

Cons

"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."
"The tool needs to improve its pie charts. Regarding Plotly, I find the online documentation somewhat challenging to navigate, especially when dealing with many parameters. Searching through thousands of parameters can be a tedious and less straightforward process. While the documentation is available online and serves its purpose, I often encounter difficulties in finding the information."
"The solution cannot be deployed on the website and shared with others through its own platform."
"The main improvement I can think of is that while creating charts, it gives you a certain format of how it could look."
"There should be a better or an easier way to establish that connection to external sources."
"It's quite a stable solution although we sometimes encounter issues internally within our IT department with regard to the structure."
"At this time, I cannot recommend this solution to others because I cannot connect."
"Would like the ability to be able to benchmark."
 

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."
"I am still using the two-week trial, but at first sight, the price is reasonable."
"14,000 Pounds per year for licensing."
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Top Industries

By visitors reading reviews
Financial Services Firm
11%
Computer Software Company
11%
Comms Service Provider
9%
University
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What needs improvement with Plotly?
The main improvement I can think of is that while creating charts, it gives you a certain format of how it could look. If you want to create something extra and go more vivid and creative with how ...
What is your primary use case for Plotly?
We use Plotly Dash Enterprise mainly for creating dashboards using Python. With Plotly's support of Python, it helps us to develop interactive dashboards according to the customer use case and the ...
What advice do you have for others considering Plotly?
It's a great tool to incorporate in your organization to develop dashboards that help your analytics team derive better decisions and generate more business profits. It gives you much more control ...
Ask a question
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Overview

 

Sample Customers

Google, Goji, VIT, Smpl Bio, U.S. Air Force, C12 Energy, New York University
Marshalls Ltd, BP Exploration and Production, Thorntons, Ted Baker, Bristol-Myers, Rank Group, ING Bank Genve, Cargill Value Investment, Chloride Power, Auchan, Erste, UEFA, Novartis, Porsche Informatik, Raiffeisen Bank International
Find out what your peers are saying about Plotly Dash Enterprise vs. XLCubed and other solutions. Updated: March 2026.
885,311 professionals have used our research since 2012.