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Plotly Dash Enterprise vs QlikView 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:
 

ROI

Sentiment score
5.1
Plotly Dash Enterprise significantly enhances productivity by streamlining analysis, reducing communication delays, and cutting dashboard creation times.
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
I would estimate that it reduced analysis turnaround time by over fifty percent for exploratory questions.
Network ngineer 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
5.7
Plotly Dash Enterprise's support is praised for community resources, effective enterprise solutions, and responsive, expert technical assistance.
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
5.3
Plotly Dash Enterprise offers scalable solutions for multiple users, leveraging containerization and efficient app design for optimal performance.
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.
Network ngineer at a university with 10,001+ 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
7.8
Plotly Dash Enterprise is stable, though feature-limited, and slightly less stable than Tableau or Power BI with larger datasets.
Sentiment score
7.7
Users rate QlikView's stability highly, with issues mainly due to infrastructure or large data, resolved with hardware tweaks.
Plotly Dash Enterprise is quite stable in my experience.
Undergraduate Student at a computer software company with 11-50 employees
It depends a lot on how the app is designed, especially when dealing with large datasets or complex computations.
Network ngineer at a university with 10,001+ employees
Plotly Dash Enterprise is stable but not one hundred percent stable.
Senior Consultant at a outsourcing company with 1,001-5,000 employees
 

Room For Improvement

Plotly Dash Enterprise could improve with easier learning, modern UI components, optimized performance, and enhanced documentation plus debugging.
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, deployment type, and support, with costs up to $100,000 annually.
QlikView pricing is variable and can be costly, but strategic planning can maximize ROI for organizations.
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 setup costs for Plotly Dash Enterprise are at least thirty percent lower compared to other three-tier architectures.
Senior Consultant at a outsourcing company with 1,001-5,000 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 streamlines deployment and enhances decision-making with scalable, interactive, and customizable dashboards for efficient workflows.
QlikView offers powerful data analysis with dynamic dashboards, intuitive interface, and rapid visualization for enhanced business performance and insights.
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
I did notice specific outcomes, such as making more accurate decisions and improving data-driven decision making using Plotly.
Student at a university with 51-200 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
4th
Average Rating
8.0
Reviews Sentiment
5.4
Number of Reviews
18
Ranking in other categories
No ranking in other categories
QlikView
Ranking in Reporting
8th
Average Rating
8.2
Reviews Sentiment
7.3
Number of Reviews
163
Ranking in other categories
Embedded BI (5th)
 

Mindshare comparison

As of May 2026, in the Reporting category, the mindshare of Plotly Dash Enterprise is 1.6%, up from 1.3% compared to the previous year. The mindshare of QlikView is 4.0%, up from 3.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Reporting Mindshare Distribution
ProductMindshare (%)
Plotly Dash Enterprise1.6%
QlikView4.0%
Other94.4%
Reporting
 

Featured Reviews

Mohamed Raiyan - PeerSpot reviewer
Senior Consultant at a outsourcing company with 1,001-5,000 employees
Unified data apps have cut costs and saved time while UI flexibility still needs improvement
Plotly Dash Enterprise helps me pull everything together better than other tools, particularly from a cost-cutting perspective. If I build it using React or Angular, I need separate front-end web apps, middleware web apps, and a dedicated back-end SQL database, but with Plotly Dash Enterprise, I can host both my middleware API integration and front-end HTML and CSS parts directly. In my workflow, Plotly plays a good role because it is easily scalable and does not require additional HTML, CSS, or API knowledge. Instead of needing separate API knowledge, I can use the callback feature available in Plotly Dash Enterprise, making it easy to handle for someone who knows Python. The best features Plotly Dash Enterprise offers include the seamless integration of HTML and CSS libraries without needing to pull additional libraries and the ability to incorporate my front-end and middleware in one place, eliminating the need for separate environments. The feature that makes the biggest difference for me is having everything in one environment. Building a three-tier architecture in React requires reliance on a middleware API, but with Plotly Dash Enterprise, I can manage my middleware setup and API triggers directly, significantly reducing my development time from one hour to just ten minutes. I also incorporate row-level security in Plotly Dash Enterprise, which makes it easy to restrict tool access only to authorized users. The deployment process is also considerably easier than with other three-tier setups. Plotly Dash Enterprise positively impacts my organization by providing cost savings and improved collaboration. For three-tier architecture, I need to pay for separate web apps and databases, but here I only pay for one web app, reducing costs significantly. 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. The app is also faster as APIs are integrated directly into one app, improving interaction with the API server.
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
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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
Computer Software Company
11%
Outsourcing Company
9%
Comms Service Provider
8%
Financial Services Firm
7%
Financial Services Firm
15%
Manufacturing Company
8%
Construction Company
8%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise2
Large Enterprise9
By reviewers
Company SizeCount
Small Business73
Midsize Enterprise36
Large Enterprise76
 

Questions from the Community

What is your experience regarding pricing and costs for Plotly?
The pricing for Plotly Dash Enterprise is based on custom and variable factors, with no fixed public prices. It depends on the number of users, deployment type, support level, and scale. The enterp...
What needs improvement with Plotly?
There are definitely a few areas where Plotly Dash Enterprise could improve to become even more effective. Currently, most dashboards need to be built from scratch, so having more ready-made templa...
What is your primary use case for Plotly?
My main use case for Plotly Dash Enterprise is building and deploying interactive, production-ready applications for business users. I primarily use it to convert complex data analyses into user-fr...
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: April 2026.
893,221 professionals have used our research since 2012.