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CA Deliver vs Plotly Dash Enterprise comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 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

CA Deliver
Ranking in Reporting
31st
Average Rating
9.6
Reviews Sentiment
8.1
Number of Reviews
3
Ranking in other categories
No ranking in other categories
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
 

Mindshare comparison

As of October 2026, in the Reporting category, the mindshare of CA Deliver is 1.0%, up from 0.1% compared to the previous year. The mindshare of Plotly Dash Enterprise is 1.6%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Reporting Mindshare Distribution
ProductMindshare (%)
Plotly Dash Enterprise1.6%
CA Deliver1.0%
Other97.4%
Reporting
 

Featured Reviews

it_user837525 - PeerSpot reviewer
Senior Systems Engineer (Sr. level II) at a insurance company with 1,001-5,000 employees
Gives us one repository for various output formats and retention periods
A common theme with all CA products is they state compatibility with new technologies when it has not yet been proven. Much like other technology companies that have fallen into this trap, let feature and compatibly releases be controlled by the technical group, instead of the marketing and/or management people. I cite the example that CA mainframe products were deemed to be compatible with Extended Address Volumes (EAV) - larger sized disk volumes - when they were not. I have been doing this for 37 years and see it all too often, sometimes to the detriment of the company itself (Storage Technology Corp. and its Iceberg array comes to mind).
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.

Quotes from Members

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

Pros

"Extremely stable and reliable, and easy to install."
"The benefits are that it keeps their information for over 40 to 50 years, so in essence it's a digital bank for customer information."
"Flexibility of report configuration; allows for quick and simple amendments to definitions."
"Having one repository for various output formats and retention periods. Provides the flexibility to establish hundreds of different retention entries, based upon business need, and then group the like retention period outputs together on the same media. It is very efficient."
"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."
"Plotly Dash Enterprise positively impacts our organization as we have started projects completely with Plotly Dash Enterprise, implemented for the last four years, focusing on real-time data where we check the real-time data every ten seconds."
"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."
"Plotly Dash Enterprise has positively impacted my organization by enabling a small team of developers to deploy numerous dashboards with ease."
"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."
"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."
"It is a scalable solution. Scalability-wise, I rate the solution a nine to ten out of ten."
 

Cons

"Needs ability to allow export to xls/pdf, etc. (Note: this is available in add-on product CA – OM Web Viewer)."
"A common theme with all CA products is they state compatibility with new technologies when it has not yet been proven. I cite the example that CA mainframe products were deemed to be compatible with Extended Address Volumes (EAV) - larger sized disk volumes - when they were not."
"I work with the developers so I get what I want built into the project."
"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."
"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."
"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."
"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."
"The out-of-the-box UI components currently feel basic and limited compared to modern design components, and styling often requires extra effort."
"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."
"I do not really see the software itself as being terribly necessary."
"It could have developed a more gradual learning curve."
 

Pricing and Cost Advice

"​Pricing is reasonable, licensing model suitable for large enterprises."
"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."
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Top Industries

By visitors reading reviews
No data available
University
19%
Outsourcing Company
15%
Manufacturing Company
11%
Financial Services Firm
6%
 

Company Size

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

Questions from the Community

Ask a question
Earn 20 points
What is your experience regarding pricing and costs for Plotly?
I am not aware of the pricing, setup cost, and licensing.
What needs improvement with Plotly?
To improve Plotly Dash Enterprise, I recommend providing a basic course on platforms like YouTube for beginners to get an idea of Plotly Dash Enterprise. I do not have anything else to add about ne...
What is your primary use case for Plotly?
My main use case for Plotly Dash Enterprise is to build confidence for interviews. I used Plotly Dash Enterprise to build confidence by giving interviewees queries similar to what a business analys...
 

Overview

 

Sample Customers

ERGO
Google, Goji, VIT, Smpl Bio, U.S. Air Force, C12 Energy, New York University
Find out what your peers are saying about CA Deliver vs. Plotly Dash Enterprise and other solutions. Updated: September 2026.
917,433 professionals have used our research since 2012.