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Plotly Dash Enterprise vs TIBCO Spotfire 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:
 

ROI

Sentiment score
5.5
Plotly Dash Enterprise boosts productivity by significantly reducing development time, improving efficiency, and streamlining communication for organizations.
Sentiment score
5.8
TIBCO Spotfire boosts ROI by reducing maintenance, enhancing efficiency, and improving data analysis for informed decision-making and productivity.
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.
Software Engineer at a university with 10,001+ employees
 

Customer Service

Sentiment score
6.0
Plotly Dash Enterprise offers effective support through community resources and responsive technical assistance, enhancing user experience and performance.
Sentiment score
6.9
TIBCO Spotfire's customer service is praised for responsiveness and expertise, with some variability in support quality noted.
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
Having a local partner was crucial for us while they were there.
Production Engineer at Parex Resources Inc
TIBCO's support, especially for integration products, is swift.
Business Enabler at a tech services company with 1-10 employees
 

Scalability Issues

Sentiment score
5.5
Plotly Dash Enterprise efficiently scales by leveraging Python, enabling horizontal scaling and infrastructure adaptability, despite some comparability challenges.
Sentiment score
7.0
TIBCO Spotfire is highly scalable with improved load balancing, suitable for large datasets, but cost may be a concern.
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.
Software Engineer at a university with 10,001+ employees
 

Stability Issues

Sentiment score
7.9
Plotly Dash Enterprise is stable for academic projects but may lack features and be less steady than Tableau or Power BI.
Sentiment score
6.5
TIBCO Spotfire is stable and reliable, with occasional issues in complex projects, improved by hardware updates and software patches.
Plotly Dash Enterprise is stable in my experience, being reliable for implementation and deployment to production.
Software Developer at a tech services company with 11-50 employees
Plotly Dash Enterprise is quite stable in my experience.
Undergraduate Student at a computer software company with 11-50 employees
Plotly Dash Enterprise is considered stable and reliable overall.
Data analyst at a non-profit with 51-200 employees
There are no significant stability issues as long as the product's capabilities are understood and not overly pushed.
Business Enabler at a tech services company with 1-10 employees
Overall, TIBCO Spotfire is a good product and has been a stable platform.
Lead Data Engineer at a transportation company with 10,001+ employees
 

Room For Improvement

Plotly Dash Enterprise needs speed, modularity, customization, better documentation, UI modernization, WebSocket integration, optimized tools, and affordable pricing.
TIBCO Spotfire's UI is outdated, lacks customization, struggles with data handling, and users seek better integration and training.
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
TIBCO Spotfire and ClickView need improvement in scheduling, which is critical yet lacking in quality.
Business Enabler at a tech services company with 1-10 employees
It could be very useful if the coding part of using the platform could be more user-friendly in terms of visual capability.
Production Engineer at Parex Resources Inc
The usage and flexibility need to be better compared to other analytical tools.
Lead Data Engineer at a transportation company with 10,001+ employees
 

Setup Cost

Plotly Dash Enterprise is cost-effective, though its pricing complexity, ranging from $100K annually, poses challenges for enterprise evaluation.
TIBCO Spotfire's pricing is high yet valuable, with complex licensing and long negotiation, but offers strong ROI and features.
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.
Data 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
TIBCO Spotfire's pricing is high, particularly in traditional markets like Turkey, impacting market penetration.
Business Enabler at a tech services company with 1-10 employees
 

Valuable Features

Plotly Dash Enterprise enables efficient data workflows, secure dashboards, and rapid prototyping, enhancing decision-making and collaboration while reducing costs.
TIBCO Spotfire offers powerful analytics, easy visualizations, and customization, integrating diverse data sources for insightful business decisions.
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
TIBCO Spotfire integrates with R and Python, offering a differentiator from the competition.
Business Enabler at a tech services company with 1-10 employees
I think having Python included is a big win because you get the chance to customize your algorithm and your in-house development without having a big dependency on a third party.
Production Engineer at Parex Resources Inc
TIBCO Spotfire offers excellent features, including flexibility and the ability to do much better compared to other analytical tools.
Lead Data Engineer at a transportation company with 10,001+ employees
 

Categories and Ranking

Plotly Dash Enterprise
Average Rating
8.2
Reviews Sentiment
5.7
Number of Reviews
20
Ranking in other categories
Reporting (4th)
TIBCO Spotfire
Average Rating
8.2
Reviews Sentiment
5.7
Number of Reviews
72
Ranking in other categories
BI (Business Intelligence) Tools (15th)
 

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Plotly Dash Enterprise is designed for Reporting and holds a mindshare of 1.6%, up 1.3% compared to last year.
TIBCO Spotfire, on the other hand, focuses on BI (Business Intelligence) Tools, holds 1.2% mindshare, up 1.1% since last year.
Reporting Mindshare Distribution
ProductMindshare (%)
Plotly Dash Enterprise1.6%
Tableau Enterprise14.5%
Microsoft Power BI14.1%
Other69.8%
Reporting
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
TIBCO Spotfire1.2%
Microsoft Power BI8.1%
Tableau Enterprise6.2%
Other84.5%
BI (Business Intelligence) Tools
 

Featured Reviews

reviewer2835996 - PeerSpot reviewer
Data 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.
Jacobo Ortiz Avila - PeerSpot reviewer
Production Engineer at Parex Resources Inc
Has improved data handling and customization but requires more intuitive visual design for workflows
It was kind of tough to have the visualizations with HTML, or you have to create your own page. But it was working great with buttons and every page updated pretty fast with the server capability, and it was handling a big amount of data, maybe five years of data. It was performing quite well, taking maybe three minutes to update the whole model. It has been good, but most recently, they changed the commercial methodology to get the license. Our política in the company is to hire or get licenses year by year, but most recently, TIBCO Spotfire asked us to have a three-year license term. That made things a little bit tougher for the commercial relationship. Maybe with all these automation processes that you have, those could be more visually friendly. N8N is a good example where you could connect some platforms, and you don't have to code strictly, but you could visually create an algorithm. That capability of clicking and dragging some boxes of code could actually facilitate how people create their own algorithms. It could be very useful if the coding part of using the platform could be more user-friendly in terms of visual capability.
report
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Top Industries

By visitors reading reviews
University
17%
Computer Software Company
10%
Outsourcing Company
9%
Comms Service Provider
7%
Manufacturing Company
15%
Financial Services Firm
10%
Healthcare Company
8%
Comms Service Provider
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business15
Midsize Enterprise2
Large Enterprise10
By reviewers
Company SizeCount
Small Business18
Midsize Enterprise12
Large Enterprise43
 

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 do you like most about TIBCO Spotfire?
TIBCO Spotfire is easy to use. We initiated Spotfire as POC, with support from a tech team based in South Africa. While they assisted with the setup, we conducted the POC ourselves.
What is your experience regarding pricing and costs for TIBCO Spotfire?
My experience with pricing, setup cost, and licensing for TIBCO Spotfire appears fair, and I think they are fairly priced as far as the features are concerned.
What needs improvement with TIBCO Spotfire?
The web client of TIBCO Spotfire lacked the full authoring capabilities available in the analyst client. Source control for DXP files was limited compared to a Git-style workflow. For regulatory su...
 

Also Known As

No data available
Spotfire
 

Overview

 

Sample Customers

Google, Goji, VIT, Smpl Bio, U.S. Air Force, C12 Energy, New York University
Allergan, ASSS de Montreal, Avantium, Blue River, Bank of Montreal, Citibank, FrieslandCampina, Hellmann Logistics, Merck, Novartis
Find out what your peers are saying about Microsoft, Salesforce, Domo and others in Reporting. Updated: April 2026.
894,668 professionals have used our research since 2012.