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OpenText Intelligence vs Plotly Dash Enterprise 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

OpenText Intelligence
Ranking in Reporting
29th
Average Rating
8.0
Reviews Sentiment
7.7
Number of Reviews
1
Ranking in other categories
BI (Business Intelligence) Tools (37th), Data Visualization (24th)
Plotly Dash Enterprise
Ranking in Reporting
3rd
Average Rating
8.2
Reviews Sentiment
5.2
Number of Reviews
41
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of September 2026, in the Reporting category, the mindshare of OpenText Intelligence is 1.5%, up from 0.8% compared to the previous year. The mindshare of Plotly Dash Enterprise is 1.5%, up from 1.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Reporting Mindshare Distribution
ProductMindshare (%)
Plotly Dash Enterprise1.5%
OpenText Intelligence1.5%
Other97.0%
Reporting
 

Featured Reviews

it_user220707 - PeerSpot reviewer
Director & Lead Consultant at a consultancy with 51-200 employees
The Briefing Book feature enables measures to be filtered and viewed based on different criteria by end users.
This software is targeted at executive users, not the data analysts who want to slice and dice. The software will not replace your BI tools, but it will sit nicely on top of a BI tool if you want management to have quick and easy access to performance data. Initiative Management Metrics Management – Key Interfaces
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

"It is a comprehensive solution for performance management, and yet it is easy to setup and easy to use, especially in comparison with Oracle, SAS, Hyperion and SAP."
"Plotly Dash Enterprise significantly reduces engineering costs by seventy percent, eliminates the front-end JavaScript rewrite phase, and allows us to build, design, and deploy production-grade applications independently in Python."
"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."
"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."
"It is a scalable solution. Scalability-wise, I rate the solution a nine to ten out of ten."
"The best features Plotly Dash Enterprise offers are the fact that it is built on Python and the fact that we can customize many things."
"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."
"Plotly Dash Enterprise has positively impacted my organization because the easy Pandas integration meant less time on data preparation and faster chart generation."
 

Cons

"It needs to have better quality built in reports."
"Since we are feeding Plotly with a lot of data, I think there is a security gap."
"I would like to discuss improvements needed for Plotly Dash Enterprise, specifically regarding licensing and documentation that I wish were different."
"I faced problems where legends and axis labels tend to overlap often, especially with large datasets or longer label names, which looks very messy."
"The out-of-the-box UI components currently feel basic and limited compared to modern design components, and styling often requires extra effort."
"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."
"As a student, I haven't seen a return on investment or any metrics or examples such as saving time or resources."
"The main limitation was the learning curve during the setup and deployment."
"While the documentation for Plotly Dash Enterprise is commendable, it can pose challenges for individuals new to Dash or Plotly, as the customizations and optimizations can be complex, requiring significant time from developers."
 

Pricing and Cost Advice

Information not available
"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
Construction Company
16%
Outsourcing Company
12%
Comms Service Provider
11%
Insurance Company
9%
University
20%
Outsourcing Company
16%
Manufacturing Company
11%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business25
Midsize Enterprise4
Large Enterprise21
 

Questions from the Community

Ask a question
Earn 20 points
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...
 

Also Known As

OpenText Magellan Analytics Suite, BIRT iHub Visualization Platform, OpenText Actuate Information Hub
No data available
 

Overview

 

Sample Customers

Sasktel, NSBSL
Google, Goji, VIT, Smpl Bio, U.S. Air Force, C12 Energy, New York University
Find out what your peers are saying about Microsoft, Salesforce, Plotly and others in Reporting. Updated: September 2026.
913,806 professionals have used our research since 2012.