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Plotly Dash Enterprise vs QlikView comparison

 

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:
 

ROI

Sentiment score
4.7
Plotly Dash Enterprise boosts efficiency by automating processes, reducing development time, and enabling quicker decision-making with fewer resources.
Sentiment score
6.4
QlikView ROI appears through time savings, decision-making improvements, and efficient deployment, despite licensing complexity impacting perception.
Ad-hoc analyses that used to take days have been reduced significantly, with one case where the team saved seven to ten days per month.
Azure Data Engineer at a tech services company with 11-50 employees
My team moved from a six-month dev cycle to two weeks.
Data Scientist at a university with 11-50 employees
Using Plotly Dash Enterprise built automated portals connected directly to localized storage saves time to insight—dropping it to under five minutes—and saves engineers hundreds of hours annually.
Research Assistant - HMI Researcher/ Designer at a university with 10,001+ employees
The biggest return on investment is the time saving for the customer.
Managing Director at Hurricnae
 

Customer Service

Sentiment score
5.1
Plotly Dash Enterprise's support is commendable, with effective documentation, forums, and responsive teams providing helpful solutions.
Sentiment score
6.1
QlikView's customer support is highly rated, with quick responses, a helpful community, and generally strong availability despite geographic factors.
They assist with installation, deployment, performance tuning, scalable architecture, and troubleshooting, which are valuable for initial setups and production-ready configurations.
Azure Data Engineer at a tech services company with 11-50 employees
Unlike many software companies where the first line of support is non-technical, Plotly splits it into two expert groups: Install Infra group and Solution group.
Data Scientist at a university with 11-50 employees
I have noticed specific outcomes from using Plotly Dash Enterprise.
Product Engineer at a program development consultancy with 1-10 employees
I would rate the customer support a solid 10.
Managing Director at Hurricnae
I am totally satisfied with technical support from Qlik.
Financial Controller with task of Business Intelligence Implementation at a wholesaler/distributor with 1,001-5,000 employees
 

Scalability Issues

Sentiment score
4.9
Plotly Dash Enterprise scales well, supports many users, integrates with Kubernetes, and excels with optimization, despite large dataset challenges.
Sentiment score
7.0
QlikView scales well with efficient resource management, but superior scalability features are found in Qlik Sense, requiring robust infrastructure.
We can scale by adding more instances to handle multiple users efficiently, with the ability to support hundreds to thousands of users with proper backend performance control.
Azure Data Engineer at a tech services company with 11-50 employees
For infrastructure scalability, we are thinking about Docker or Kubernetes while also utilizing Redis for a shared state, making auto-scaling based on CPU or RAM usage available.
Software Developer at a tech vendor with 10,001+ employees
Plotly Dash Enterprise provides a strong foundation for scalability, but the real performance comes from combining the platform with a good design system.
student at a university with 5,001-10,000 employees
If you want better performance with a larger volume of data, you can simply add an additional server.
Financial Controller with task of Business Intelligence Implementation at a wholesaler/distributor with 1,001-5,000 employees
 

Stability Issues

Sentiment score
7.9
Plotly Dash Enterprise is stable, handling projects well, with minor issues on large data, rated 7-8/10 for stability.
Sentiment score
7.7
Users rate QlikView's stability highly, with issues mainly due to infrastructure or large data, resolved with hardware tweaks.
It allows us to build, design, and deploy production-grade applications independently in Python.
Data Scientist at a healthcare company with 501-1,000 employees
Plotly Dash Enterprise is stable.
Booking Analyst at a financial services firm with 501-1,000 employees
Plotly Dash Enterprise is stable in my experience, being reliable for implementation and deployment to production.
Software Developer at a retailer with 51-200 employees
 

Room For Improvement

Plotly Dash Enterprise users seek better modular callbacks, faster prototyping, enhanced customization, real-time data, and improved documentation.
QlikView needs a more intuitive interface, better scalability, integration, predictive analytics, and cost-effective licensing for improved user experience.
A more guided user interface and low-code features would help with onboarding for beginners and non-technical users, making the platform more accessible.
Azure Data Engineer at a tech services company with 11-50 employees
There should be a focus on mobile responsiveness and shifting from standard CSS to Dash Mantine Components and Dash Bootstrap while utilizing grid systems for large data bottlenecks.
Software Developer at a tech vendor with 10,001+ employees
I wish for features such as auto detection of data and auto analysis to be included.
Student at a university with 51-200 employees
In QlikView, I believe the improvement that should be made is to bring the costs down, as you'll have to be competitive with Power BI, aiming for at least a 30% reduction to stop the hemorrhaging to Power BI.
Managing Director at Hurricnae
It would be beneficial to have AI or ML features in QlikView.
Financial Controller with task of Business Intelligence Implementation at a wholesaler/distributor with 1,001-5,000 employees
 

Setup Cost

Plotly Dash Enterprise pricing varies by user count and support, offering valuable features, especially for larger teams.
QlikView pricing is variable and can be costly, but strategic planning can maximize ROI for organizations.
The cost can be significant, such as tens of thousands per year, but it includes features such as security, deployment, and support, which justifies it for a larger team.
Operations Analyst at a non-profit with 51-200 employees
The enterprise price can reach around one hundred thousand dollars per year, varying according to organizational size.
Azure Data Engineer at a tech services company with 11-50 employees
The setup cost was nothing and is fine.
Product Engineer at a program development consultancy with 1-10 employees
The license cost per user or per year for QlikView is about 500 Euros annually.
Managing Director at Hurricnae
I would rate the pricing for QlikView as not cheap, but it is reasonable.
Financial Controller with task of Business Intelligence Implementation at a wholesaler/distributor with 1,001-5,000 employees
 

Valuable Features

Plotly Dash Enterprise enhances app development efficiency with Python integration, customizable dashboards, and cost-saving scalability tools.
QlikView offers powerful data analysis with dynamic dashboards, intuitive interface, and rapid visualization for enhanced business performance and insights.
The built-in handling of Kubernetes and Docker in Plotly Dash Enterprise makes our workflow easier because we only need to configure the dashboard once on how the data should look.
Professional Sd at a university with 10,001+ employees
The control access feature helps my team by using authentication code, so we can ensure only the people who should have access can view the dashboard.
Sr Data Analyst at a retailer with 10,001+ employees
The centralized data platform holds dashboards and supports version control and app management, along with interactive capabilities such as KPIs and data pipelines connecting databases, ETL systems, and ML models, fitting well into modern data stacks.
Azure Data Engineer at a tech services company with 11-50 employees
The best features in QlikView are rapid development, the fact that I can do what I want in QlikView, and full control along with ease of use.
Managing Director at Hurricnae
Building metrics using simple language, similar to what you have in Excel, is what I have found most valuable in QlikView.
Financial Controller with task of Business Intelligence Implementation at a wholesaler/distributor with 1,001-5,000 employees
 

Categories and Ranking

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
QlikView
Ranking in Reporting
13th
Average Rating
8.2
Reviews Sentiment
7.3
Number of Reviews
163
Ranking in other categories
Embedded BI (7th)
 

Mindshare comparison

As of August 2026, in the Reporting category, the mindshare of Plotly Dash Enterprise is 1.5%, up from 1.3% compared to the previous year. The mindshare of QlikView is 3.8%, down from 4.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Reporting Mindshare Distribution
ProductMindshare (%)
Plotly Dash Enterprise1.5%
QlikView3.8%
Other94.7%
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.
SG
Financial Controller with task of Business Intelligence Implementation at a wholesaler/distributor with 1,001-5,000 employees
Daily invoice analytics has become streamlined and complex data modeling is now simplified
We are not using analytics features and possibly predictive analytics and forecasting features in QlikView, although they are available. QlikView is very flexible, but we are currently using only tabular presentation of data because that is what we need. Presenting a large volume of data in QlikView with graphics can be overwhelming for the majority of people who want to see a lot of information in one picture. It would be beneficial to have AI or ML features in QlikView. However, I think they will decommission QlikView, and AI features are already available in Qlik Sense, so you would need to migrate to that platform.
report
Use our free recommendation engine to learn which Reporting solutions are best for your needs.
908,834 professionals have used our research since 2012.
 

Comparison Review

it_user79932 - PeerSpot reviewer
Senior Manager - BI Head with 5,001-10,000 employees
Feb 4, 2015
Comparison of SAP BO, Tableau, QlikView, Cognos, Microsoft, OBIEE and Pentaho
1. SAP BO/BI Enterprise scalability Security Ease of use Semantic layer 2. Tableau Visualization Data discovery Turnaround time 3. IBM Cognos Enterprise scalability Security In-memory feature 4. MS BI - Flexibility 5. Pentaho - Open source but still enterprise grade 6. QlikView Data…
 

Top Industries

By visitors reading reviews
University
21%
Outsourcing Company
14%
Manufacturing Company
11%
Computer Software Company
6%
Financial Services Firm
14%
Construction Company
12%
Manufacturing Company
8%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business25
Midsize Enterprise4
Large Enterprise21
By reviewers
Company SizeCount
Small Business73
Midsize Enterprise36
Large Enterprise76
 

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...
What is your experience regarding pricing and costs for QlikView?
I would rate the pricing for QlikView as not cheap, but it is reasonable.
What needs improvement with QlikView?
We are not using analytics features and possibly predictive analytics and forecasting features in QlikView, although they are available. QlikView is very flexible, but we are currently using only t...
What is your primary use case for QlikView?
The primary use case involves analyzing data on a daily invoice level with QlikView. Building metrics using simple language, similar to what you have in Excel, is what I have found most valuable in...
 

Overview

 

Sample Customers

Google, Goji, VIT, Smpl Bio, U.S. Air Force, C12 Energy, New York University
Canon, Gatorade, Amcor, Panasonic, Fila, Cambridge University Hospitals, Global Retail Bank, North Yorkshire Police department, Lanoo Group Publishers, and AonGroep Nederland.
Find out what your peers are saying about Plotly Dash Enterprise vs. QlikView and other solutions. Updated: June 2026.
908,834 professionals have used our research since 2012.