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Plotly Dash Enterprise vs Power BI Embedded Analytics comparison

 

Comparison Buyer's Guide

Executive Summary

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
Power BI Embedded Analytics
Ranking in Reporting
19th
Average Rating
9.0
Reviews Sentiment
5.5
Number of Reviews
2
Ranking in other categories
BI (Business Intelligence) Tools (27th)
 

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.
VishnuReddy2 - PeerSpot reviewer
Consulting Enterprise Architect at R2V2.ai
Embedded analytics has unified diverse data sources and supports real-time operational decisions
I find Power BI Embedded Analytics to be a fairly good reporting tool and dashboarding tool. The color palette and everything about it is good. It would be beneficial to have reporting on top of a data warehouse, a lake house, or directly on an Excel-based solution. If Power BI can come as a full stack similar to SAP Analytics Cloud, it can embed with Azure very quickly. However, the full suite provided by SAP, starting from ERP through reporting, is somewhat loosely coupled, which can be helpful for some clients. Overall, Power BI is a very good tool for reporting. Embedded analytics may lack some features from the modeling perspective, such as dimension modeling, and there are multiple factors that lead us to prefer analytics on top of the warehouse rather than going for embedded analytics.

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 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."
"Plotly Dash Enterprise has positively impacted my organization by reducing the time in creating visualization tools by data scientists."
"My main use case with Plotly Dash Enterprise is equally comparable to Power BI and Tableau for creating dashboards."
"Plotly Dash Enterprise has positively impacted my organization by enabling a small team of developers to deploy numerous dashboards with ease."
"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."
"Overall, it is not just a visualization tool for me; it is a platform that delivers end-to-end data solutions for business growth."
"I literally save about one month of development time using Plotly Dash Enterprise and around thirty percent of costs compared to other three-tier architectures."
"I advise enterprises that want to move to it that it is a very good option, reliable, and secure."
"The positive impact Power BI Embedded Analytics has made in my organization is the gain of time, the sharing of the same data, and the same information for all the stakeholders, leading to better decisions."
"What I appreciate most about Power BI Embedded Analytics is that it is tightly integrated with Microsoft, which is a strong feature."
 

Cons

"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."
"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."
"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."
"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 massive code to manage complex page states."
"I faced some challenges as Plotly plots were slow."
"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."
"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."
"For some of my colleagues, especially those coming from market research operations, the transition to Plotly Dash Enterprise needed more structured training because they heavily depended on Excel manual reporting and static PowerPoints before using Plotly Dash Enterprise."
"Embedded analytics may lack some features from the modeling perspective, such as dimension modeling, and there are multiple factors that lead us to prefer analytics on top of the warehouse rather than going for embedded analytics."
 

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%
Manufacturing Company
13%
Outsourcing Company
12%
Computer Software Company
7%
No data available
 

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?
I found Plotly Dash Enterprise very useful, but there are a few areas that could be improved. The main limitation was the learning curve during the setup and deployment. Building visualizations in ...
What is your primary use case for Plotly?
My use has been focused on building and working with interactive dashboards for data visualization to make findings easier to communicate. I was not the main administrator, but I used it from the a...
What needs improvement with Power BI Embedded Analytics?
Power BI Embedded Analytics is perfect right now as they continuously introduce new features, though it would be beneficial if they included an artificial intelligence assistant in the DAX syntax t...
What is your primary use case for Power BI Embedded Analytics?
My main use case for Power BI Embedded Analytics is that in my day-to-day work, I use Power Query to prepare data and Power BI Embedded Analytics Desktop, spending my time all day to create visuals...
What advice do you have for others considering Power BI Embedded Analytics?
An example of a decision our team made because of a Power BI Embedded Analytics report is when we decided to focus on selling a unique numeric product and avoid selling the physical product after u...
 

Overview

 

Sample Customers

Google, Goji, VIT, Smpl Bio, U.S. Air Force, C12 Energy, New York University
Information Not Available
Find out what your peers are saying about Plotly Dash Enterprise vs. Power BI Embedded Analytics and other solutions. Updated: June 2026.
900,644 professionals have used our research since 2012.