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Denodo 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
6.5
Denodo boosts ROI by enabling rapid reporting, improving decision-making, and streamlining data integration for enhanced efficiency and customer satisfaction.
Sentiment score
5.8
TIBCO Spotfire boosts productivity and decision-making efficiency by reducing reporting time, enhancing data analysis, and integrating smoothly with IT infrastructure.
It provides a positive return on investment for those who can connect multiple data sources and make data-driven decisions easily.
Information Technology Manager at Lockheed Martin
If you don't need to write a whole ETL to make the data virtualization, you need way fewer people to write a query instead of writing an ETL pipeline.
Senior Backend Engineer at a pharma/biotech company with 51-200 employees
I have seen a return on investment, which showed up in improved customer satisfaction scores.
Quality Engineering Lead at a logistics company with 51-200 employees
The reporting time was reduced by approximately forty percent, and teams could access insights much faster, which improved overall productivity.
Data and Integration Specialist at a tech vendor with 10,001+ employees
It has helped us save costs by making sense of large bodies of data.
manager at a non-profit with 501-1,000 employees
I have seen a return on investment with TIBCO Spotfire, as it definitely saves time.
Associate Research Analyst at a marketing services firm with 201-500 employees
 

Customer Service

Sentiment score
6.9
Denodo support is responsive and helpful, but some users face delays in bug resolution and unfriendliness in the portal.
Sentiment score
6.9
TIBCO Spotfire's customer service is well-rated for responsiveness and support, though some inconsistencies and documentation improvements are noted.
They have a good methodology for learning how to use the tool.
Data Architecture and Engineering Specialist at coprocenva
Denodo's customer support team is very competent and responsive.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
If we raise a ticket, it can be resolved or addressed within a reasonable time frame, so support is good.
Principal Architect at a manufacturing company with 10,001+ employees
Having a local partner was crucial for us while they were there.
Production Engineer at Parex Resources Inc
They are very supportive when needed and very knowledgeable about the product.
manager at a non-profit with 501-1,000 employees
Based on my experience, customer support for TIBCO Spotfire is generally good and responsive, especially for standard technical issues, documentation requests, and product guidance.
Operations Analyst at a non-profit with 51-200 employees
 

Scalability Issues

Sentiment score
7.1
Denodo effectively scales across organizations, managing many users and data sources, but performance may vary with automation and configuration.
Sentiment score
7.0
TIBCO Spotfire's scalable architecture supports multiple users and large datasets, integrating with data sources and offering advanced analytics.
For huge data requests, it cannot scale automatically; admin action is required.
Principal Architect at a manufacturing company with 10,001+ employees
Denodo's scalability comes into play specifically when there is data transfer.
Quality Engineering Lead at a logistics company with 51-200 employees
My client has almost 100 million records, and the performance was impacted in a way that required optimization.
Data Consultant at IT-Bots
It scales effectively for adding new dashboards, users, and data sources without major disruption.
Operations Analyst at a non-profit with 51-200 employees
The scalability of TIBCO Spotfire is good overall, as it handles growing data and additional users quite well, especially in the cloud environment.
Data and Integration Specialist at a tech vendor with 10,001+ employees
Spotfire continues to perform effectively as data volume grows.
Associate Research Analyst at a marketing services firm with 201-500 employees
 

Stability Issues

Sentiment score
7.0
Denodo is stable and reliable in production, with minor issues, praised for robustness but needs technical expertise for optimization.
Sentiment score
6.8
TIBCO Spotfire is generally stable but may crash with complex visualizations or large datasets, lacking auto-save feature.
I would rate it nine out of ten because it is very reliable, always performing as expected.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
If JVM does not function properly, it may cause Denodo to fail to connect to different sources.
Technology Leader at eTCaaS
Denodo is stable and good.
Data Engineer at a consultancy with 11-50 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
It performs well for day-to-day reporting, dashboards, and analytic workloads.
Operations Analyst at a non-profit with 51-200 employees
TIBCO Spotfire is more stable than other tools; overall, it is stable and reliable.
Data and Integration Specialist at a tech vendor with 10,001+ employees
 

Room For Improvement

Denodo should expand markets, improve UI and integration, address performance issues, and enhance support and documentation.
TIBCO Spotfire requires improved visualizations, user interface updates, integration ease, and better documentation for enhanced user experience and administration.
Ensuring data caching is up to date is critical.
Director Software Engineer at a computer software company with 10,001+ employees
Denodo needs better communication on how the product can be deployed for specific solutions.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
The system has dependencies on other environments, like JVM, which can affect its performance.
Technology Leader at eTCaaS
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
TIBCO Spotfire can be improved in handling very large data, faster dashboard loading, simpler advanced scripting, and better customization options for visualizations.
Operations Analyst at a non-profit with 51-200 employees
 

Setup Cost

Denodo pricing is high, suitable for larger enterprises, with variable costs and value-enhancing features, seen as fair by many.
TIBCO Spotfire's high pricing is justified by its features and scalability, with flexible licensing and negotiable costs.
For small companies, it's not a solution that most small companies can afford.
Senior Backend Engineer at a pharma/biotech company with 51-200 employees
Denodo is considered pricey, limiting its use to large enterprises or government organizations that can afford its comprehensive setup.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
Denodo's pricing is not affordable for small companies and is more suitable for medium to large enterprises.
Technology Leader at eTCaaS
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
The pricing of TIBCO Spotfire is on the higher side compared to some competitors.
Operations Analyst at a non-profit with 51-200 employees
The pricing for TIBCO Spotfire was on the higher side compared to some other BI tools.
Data and Integration Specialist at a tech vendor with 10,001+ employees
 

Valuable Features

Denodo excels in data integration, virtualization, governance, and scalability, enhancing user experience with API and query optimizations.
TIBCO Spotfire excels in data integration, advanced analytics, scalability, and usability, enhancing efficiency and data-driven decision-making.
Denodo's ability to connect to multiple data sources and perform extract-transform-load (ETL) operations on the fly is noteworthy.
Director Software Engineer at a computer software company with 10,001+ employees
The most valuable feature of Denodo is its uniformity of self-site data access types, which allows it to connect to almost any storage technology and feed it transparently.
Datawarehouse & BI consultant, Owner, Mananging partner at NesCon B.V.
Denodo supports SQL base, so if you want to join two tables or two views, you can use SQL, which is an advantage as most developers or business people know SQL.
Principal Architect at a manufacturing company with 10,001+ 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
The best features of TIBCO Spotfire are interactive dashboards, real-time data analysis, strong data visualization, easy data integration, and it also provides drill-down analysis, predictive analytics, and user-friendly filtering options.
Operations Analyst at a non-profit with 51-200 employees
The best features of TIBCO Spotfire for me are the interactive dashboards, which provide easy data visualization and strong data integration support.
Data and Integration Specialist at a tech vendor with 10,001+ employees
 

Categories and Ranking

Denodo
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
42
Ranking in other categories
Data Integration (8th), Data Virtualization (1st), Cloud Data Integration (8th), Data Management Platforms (DMP) (4th), AI Data Analysis (2nd)
TIBCO Spotfire
Average Rating
8.2
Reviews Sentiment
5.7
Number of Reviews
78
Ranking in other categories
BI (Business Intelligence) Tools (9th)
 

Featured Reviews

Patel-Dhulva - PeerSpot reviewer
Information Technology Manager at Lockheed Martin
Data virtualization has unified siloed sources and now supports real-time decisions
The best features Denodo offers stand out to me as the ability to develop REST web services fast and easily, create and combine new views, integrate different sources of data, and connect with other tools seamlessly. When I mention fast and easy creation of views and integration, I love the agile data provisioning and integration, where Denodo provides a comprehensive set of capabilities for implementing logical data integration, management, and delivery, which in turn enables agile data analytics and an informed decision-making process to be smooth. I also appreciate the performance optimization with AI, which improves performance optimization through the integration of artificial intelligence capabilities. Furthermore, I appreciate the unified security and governance, where it addresses the need for an organization to effectively manage security, data privacy, and data protection easily, offering a centralized platform that allows the application of governance policies and fine-grained security controls. Another feature I would add about Denodo is that it also provides a single point of control where we can establish security controls over the entire infrastructure and gain visibility into all our data assets. Denodo has positively impacted my organization as since we started using this tool, it has been very helpful because it is a huge advantage that we can connect to many different databases to provide data rapidly and accurately and also gain insights, which helps us to make data-driven decisions easily. It has proven to be a valuable environment for deploying data virtualization solutions, and its user community is active in finding and fixing issues more accurately. Through data insights from Denodo, we have been able to improve our decision making, which helps to better communication between the stakeholders thanks to the real-time experience. It also saves a lot of time.
reviewer2835996 - PeerSpot reviewer
Operations Analyst at a non-profit with 51-200 employees
Interactive dashboards have transformed reporting and now support real-time data-driven decisions
One area that could improve in TIBCO Spotfire is performance with very large data sets. I use the advanced scripting feature less often, but the visualization and dashboard features are very useful in my daily work with TIBCO Spotfire. TIBCO Spotfire can be improved in handling very large data, faster dashboard loading, simpler advanced scripting, and better customization options for visualizations. Integration with some external tools in TIBCO Spotfire can be smoother, and the user interface for advanced features could be more beginner-friendly. A more intuitive navigation system, a cleaner interface, and an easier drag-and-drop option for report building would also make it more useful.
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Top Industries

By visitors reading reviews
Financial Services Firm
22%
Manufacturing Company
13%
Government
6%
Energy/Utilities Company
6%
Manufacturing Company
13%
Financial Services Firm
9%
Outsourcing Company
7%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business17
Midsize Enterprise6
Large Enterprise20
By reviewers
Company SizeCount
Small Business20
Midsize Enterprise15
Large Enterprise44
 

Questions from the Community

Does Denodo provide useful data virtualization education? Is it useful to attend their training?
If you are a Denodo user, it makes sense to undergo their training. Different types of professionals can benefit from it, including administrators, developers, and architects. If you are keen on i...
In experience, what might Denodo be lacking or need improvement on?
I like Denodo a lot. It offers quick and easy web service deployment within minutes. There are not any flaws that I think make the product less good or effective. The only thing I can point out is...
Which industries can benefit from Denodo the most?
Denodo is suitable for pretty much all sectors that deal with: Big data Cloud solutions Data governance Logical data fabric Master data management In my opinion, organizations in different fields...
What is your experience regarding pricing and costs for TIBCO Spotfire?
I really had no control in the area of pricing, setup cost, and licensing as I was just the end-user of the product.
What needs improvement with TIBCO Spotfire?
I think TIBCO Spotfire could be improved by having better training, as the setup is probably the hardest aspect to get familiar with. Once you do, it becomes straightforward. Better training and ea...
What is your primary use case for TIBCO Spotfire?
My main use case for TIBCO Spotfire is to showcase and visualize large bodies of data in charts and categorize them to identify trends and determine what works and what does not work from an analyt...
 

Also Known As

Denodo for AWS
Spotfire
 

Overview

 

Sample Customers

Autodesk, VHA, AAA, Sumitomo Mitsui Trust Bank, Caterpillar, European Chemical Agency, Seagate, Nationwide, Time Warner Cable, Pantex, Inditex, BNSF Railways, Vodafone, CIT Group, Jazztel, Wolters Kluwer, Telefonica, TransAlta
Allergan, ASSS de Montreal, Avantium, Blue River, Bank of Montreal, Citibank, FrieslandCampina, Hellmann Logistics, Merck, Novartis
Find out what your peers are saying about Amazon Web Services (AWS), Informatica, Palantir and others in Cloud Data Integration. Updated: August 2026.
909,725 professionals have used our research since 2012.