- Data engine: numerous methods to load load, transform, and merge data from every major data source.
- Web player: out of the box ability to share analysis through web browser. Advanced web functionality to customize with portals.
- Analytics: basic stats functionality out of the box and ability to connect to all major analytics vendors/languages (SAS, MatLab, R, etc.).
- Visualizations: equally suited for data discovery and reports.
Senior Analytics Consultant at a pharma/biotech company with 1,001-5,000 employees
Build everything from data discovery , to enterprise reports, to simple dashboards, to predictive analytics and beyond
What is most valuable?
How has it helped my organization?
- Tibco Spotfire analysts from building Excel and PowerPoint reports and allows them to start analyzing information.
- Standardizes metrics and flow of information within organizations.
- Simple enough for non-tech users to use, but powerful enough for power users to produce advanced analytics.
What needs improvement?
- Integration with a custom web portal is still challenging.
- Version control should be included to aide development processes.
- Further the out-of-the-box ability to customize visualizations.
For how long have I used the solution?
I've been using it for over five years, starting with v3.
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TIBCO Spotfire
May 2025

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What was my experience with deployment of the solution?
Initial deployments are normally issue-free. Spotfire supports numerous data sources, authentication methods, load balancers, and other IT environment configurations. Spotfire v7.5+ is a significant change in architecture and will require a different configuration and additional admin training.
Upgrades normally require minor adjustments to some Spotfire analyses. There are Spotfire tools to assess differences between files in each version and the change in performance.
What do I think about the stability of the solution?
The most common issue is insufficient resources on host servers or laptops. Most other issues arise from custom applications integrating with new versions of Spotfire.
What do I think about the scalability of the solution?
I’ve worked with deployments and upgrades at small organizations and all the way up to 20,000+ user organizations. Spotfire can be scaledeasily, but requires planning and is dependent on the underlying technology (as with any software).
How are customer service and support?
Customer Service:
Improved dramatically in recent years with rapid releases of updated versions.
Technical Support:Professional and timely support. The Spotfire upgrade roadmap is a bit opaque though.
Which solution did I use previously and why did I switch?
Previously I have used Tableau, Business Object, SAS JMP, MiniTab and Excel. Spotfire is most commonly compared against Tableau, Qlik and MicroStrategy. Spotfire is typically selected for its data engine, web player and advanced analytics capabilities.
How was the initial setup?
It's generally straightforward except for when custom applications, e.g. in-house developed software, are to be configured with Spotfire.
What about the implementation team?
Usually large scale implementations are done by a vendor, but small scale deployments are possible with an internal team. Beyond the basic requirements, the key is to understand scalability needs, community use cases, authentication needs, and data architecture needs. Upgrades can be handled in-house.
What was our ROI?
ROI can be measured by how much time is saved by your analysts no longer needing to build reports. Typically, a core group of users build the Spotfire templates and everyone else in the organization analyzes information in the templates. Other than upkeep, once a template is built in Spotfire, your organization can analyze information and take action. Also, the time and sanity saved in no longer sharing PowerPoint slides or Excel spreadsheets throughout the organization can be priceless.
ROI can also be measured by the fact that Spotfire can integrate with existing IT infrastructure and existing IT expertise. Eg. Spotfire can make use of your existing SAS environment to apply SAS models and SAS expertise to data in Spotfire (which is then visualized).
What's my experience with pricing, setup cost, and licensing?
I recommend training a core group of analysts to build your Spotfire templates. The rest of your organization can use the less expensive Web Player licenses to analyze the data through their web browser.
What other advice do I have?
I also recommend the Spotfire Automation Services component. It allows Spotfire to automate certain tasks like loading data at defined times, sending automated emails, sending alerts, etc.
Disclosure: My company has a business relationship with this vendor other than being a customer: I work for the vendor PerkinElmer. PerkinElmer is the exclusive life sciences vendor for Spotfire.
Consultant at a financial services firm with 5,001-10,000 employees
It can be manipulated using IronPython, JavaScript, HTML/CSS & jQuery, and so on.
What is most valuable?
The best features are its malleability; it can be manipulated using IronPython, JavaScript, HTML/CSS & jQuery, etc.
How has it helped my organization?
It is being used in a number of ways within the organisation, from internal financial analysis to products and services we sell to our clients.
For how long have I used the solution?
I have used it for ~18 months.
What do I think about the stability of the solution?
I have not encountered any stability issues.
What do I think about the scalability of the solution?
I have not encountered any scalability issues.
How are customer service and technical support?
I have not had to use technical support that much, save for when I first started learning the software. The service I got then was very good/positive.
Which solution did I use previously and why did I switch?
We have used a number of solutions (as the product is used in many areas of the company). In my previous role, we replaced Cognos with Spotfire and the benefits were plentiful, including but not limited to:
- Improved types of reporting/visualisations
- Significantly more malleable than Cognos
- Advanced analysis features
How was the initial setup?
I believe the admin/installation was not as straightforward as other software. However, I wasn’t directly involved in that.
Which other solutions did I evaluate?
Many other software products were reviewed; the decision to proceed with Spotfire was made at executive level.
What other advice do I have?
Find experts in Spotfire; perhaps get some consultancy to fast-track your knowledge. We are lucky enough to have internal expertise to fulfill that requirement.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Buyer's Guide
TIBCO Spotfire
May 2025

Learn what your peers think about TIBCO Spotfire. Get advice and tips from experienced pros sharing their opinions. Updated: May 2025.
857,028 professionals have used our research since 2012.
BI and Location Analytics Consultant at a tech consulting company with 51-200 employees
It offers embedded R scripts and a mapserver.
What is most valuable?
- Embedded R scripts
- Mapserver
These features are key to separating BI tools from ETL tools. RDMS have ETL tools that run the transfer protocol. Some BI tools in the oil and gas industry have ETL features that take the place of accessing the database directly. In the big data ecosystem, the data cleansing process takes place before ETL processes are run to integrate the data. On the other hand, in RDMS, the data cleansing takes place after the data has been imported from disparate system into the database.
How has it helped my organization?
I used it in an academic setting as a resource to learn R scripting. I have found it an easy API to learn.
What needs improvement?
I encourage a seamless integration with Hadoop; a direct connection to Hadoop server from a session in Spotfire. This might exist for the Spotfire server connectivity, but I do not work with the server version.
For how long have I used the solution?
I have infrequently used it for two years.
What do I think about the stability of the solution?
I have not encountered any stability issues.
What do I think about the scalability of the solution?
I have not encountered any scalability issues.
How are customer service and technical support?
I haven't used technical support.
Which solution did I use previously and why did I switch?
I have used several BI tools and still maintain this diversity in product usage.
How was the initial setup?
Initial setup was somewhat complex on the client’s system. I am not familiar with the server installation.
What's my experience with pricing, setup cost, and licensing?
It is economical to consider desktop client usage when possible.
Which other solutions did I evaluate?
I also use QlkView, Tableau and MicroStrategy.
What other advice do I have?
Consider how you intend to use the product before investing in functionality that you might not need.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Senior Programming Analyst at a pharma/biotech company with 1,001-5,000 employees
You can easily create different types of analyses.
What is most valuable?
The ability to create different types of analyses with ease is the product’s most valuable feature.
How has it helped my organization?
It gave business insights by exploring their data.
What needs improvement?
Exporting to Excel, PDF, and PowerPoint should be easier.
For how long have I used the solution?
I have used it for five years.
What do I think about the stability of the solution?
The server can become overloaded and cause it to crash.
What do I think about the scalability of the solution?
I have not encountered any scalability issues.
How are customer service and technical support?
Tibco is always helpful with problems.
Which solution did I use previously and why did I switch?
I did not previously use a different solution.
How was the initial setup?
The inital setup can be complex if you have to install and configure the server.
What's my experience with pricing, setup cost, and licensing?
Spotfire might be expensive, but it brings many tools to the table.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
TIBCO Specialist at a tech services company with 10,001+ employees
It can work with data using in memory mode, this makes the loading process faster.
What is most valuable?
TIBCO Spotfire can connect to many different data sources in order to acquire data, from many vendors such as SAP, Oracle, IBM, or even just local files.
It can work with data using in memory mode, this makes the loading process faster.
It is easy to customize, and extendable with custom functions.
A very useful API is provided in order to integrate it easily with any web application.
What needs improvement?
The developing and runtime environment are very stable. The TIBCO Spotfire architecture environment is not complex. However, not all the runtime components are multiplatform. To be exact, the component whose purpose is to render the data in a web browser can be installed only on Microsoft machines. This is a very big limitation from this point of view.
For how long have I used the solution?
The first approach was in 2010. I have used TIBCO Spotfire in four or five different projects as of 2016.
What do I think about the stability of the solution?
The TIBCO Spotfire product is really stable. No relevant issues have been encountered.
Most of the time the TIBCO Spotfire dashboard is used by business users. It was very common for them to notify us regarding weird behavior in business data patterns that was always ending with a discovery of bugs on the backend applications.
How are customer service and technical support?
Technical support was always very good and fast. Always leading to a resolution of the problem immediately.
Which solution did I use previously and why did I switch?
Together with TIBCO, my previous company was a partner of SAS. Recently, SAS provided a BAM and BI solution, but personally I have found it not comparable to Spotfire: huge memory consumption, no API available, not customizable.
How was the initial setup?
The initial setup is quite easy, a few steps to perform before the application is ready.
A little bit more complex is the configuration of SSO, but the documentation is covering all the scenarios in a very clear way.
What about the implementation team?
Implementation with TIBCO Spotfire consists basically of understanding the business requirements, and transforming them into readable dashboards and diagrams. Most of the time, in my case, implementation was made by a one-man team.
What other advice do I have?
TIBCO Spotfire is a new challenge, very different from any typical implementation a developer used to do. Most of the time, it consists of understanding the data. Very often, that requires direct contact with the business department of the customer.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Spotfire Technical Analyst at a energy/utilities company with 1,001-5,000 employees
It supports scripting for better analysis.
What is most valuable?
- It has the best types of visualisations.
- We can do lot of scripting for better analysis.
How has it helped my organization?
I am giving an answer that considers one scenario. For example, we have health care client. They need their standards as high as possible all the time. For that reason, they want to know their drug risk level calculation for every time zone throughout the world. I developed one dashboard that can show them their drug risk level and calculate new risks, etc., whenever they required.
What needs improvement?
Room for improvement is in comparison with another tools. I need to see more options that do not require scripting in the tool, and I need more enhancements on the statistical server side. The reason is that for some every-day, simple things that are directly available as options in other tools, we need to script them in Spotfire.
For how long have I used the solution?
I have been using this solution for the past two-and-a-half years.
What was my experience with deployment of the solution?
I have not encountered any deployment, stability or scalability issues.
How are customer service and technical support?
Technical support is really good. For every TIBCO product, there is a community where we can post our questions and get answers from experts from throughout the world.
Which solution did I use previously and why did I switch?
I worked for three months on Cognos. Compared to it, Spotfire is easy to learn and we can develop wonderful visualisations.
In Cognos, it took too much time to run the reports. In Spotfire, it takes a lot less time.
How was the initial setup?
The server setup and all remaining installations are very easy. There are many sources in Google to get solutions for our queries and also many docs exist from TIBCO.
What about the implementation team?
I have implemented everything on my office machine. I would like to suggest that if we are not able to provide the exact solution for a user’s needs, then we have many options in this tool to provide the best solution.
What other advice do I have?
Those who are willing to make analytics easier with better understanding, this is the best tool and it is the easiest tool to learn quickly.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Consultant at a tech company with 51-200 employees
With transformations, I can make the structure of the data most suitable for answering the user's questions with the visualisations.
What is most valuable?
The most valuable features of this product, for me, are:
- Applying transformations to data tables: With these transformations, I can make the structure of the data most suitable for answering the user's questions with the visualisations.
- The visualisations: They look very good, are easy to use and can answer almost any business question.
What needs improvement?
I would like to see the improvements in the following areas:
- The info designer feature: The user interface could be more graphical, it would make it more user friendly and flexible.
- The transformations and insertions of rows and columns: Tables can be created by using transformations and inserting rows and columns. I would like to have more ability to make changes to these transformation and insertions without having to recreate the complete table from scratch.
For how long have I used the solution?
I have used this solution for three years.
What was my experience with deployment of the solution?
I did not encounter any issues with deployment.
How are customer service and technical support?
I rate technical support 9/10 (very quick and good response, good level of knowledge).
Which solution did I use previously and why did I switch?
I previously used IBM Cognos products also as a consultant. I choose Cognos because I thought (and still think) that Cognos is a good product.
How was the initial setup?
I am no real technical consultant, but I found the initial setup pretty straightforward. After installing the software, no enormous or complex configuration is needed.
What about the implementation team?
We implement for our customers and also for customers of TIBCO.
What other advice do I have?
Start small but think big. When you start using the product - regarding setting up authorisation and setting up the library, for instance - work structured and with a kind of policy that is scalable and flexible regarding maintenance.
Disclosure: My company has a business relationship with this vendor other than being a customer: Technical partner and reseller of TIBCO Spotfire.
Senior Application Specialist at a healthcare company with 1,001-5,000 employees
Customizing data expressions is simple.
Valuable Features
- Easy data transformations before loading data into Spotfire e.g., pivoting, unpivoting, etc.
- Simplicity of customizing data expressions
Room for Improvement
Better UX/UI design to make the product look “sexier”. It’s somewhat difficult to add formatting to Spotfire dashboards to make them look nice (e.g. coloring backgrounds of charts, adding floating texts, etc.). This is a bit easier and more customizable in Tableau, and even more customizable in MicroStrategy.
Use of Solution
I have been using it for two years.
Deployment Issues
I have not encountered any deployment, stability or scalability issues.
Customer Service and Technical Support
Personally, I have never had to use technical support.
Other Solutions Considered
I was not involved in the evaluation.
Other Advice
Compared to Tableau, it is much more powerful in terms of statistics and analytics, but Tableau is more popular, so there is more support for it online. Spotfire is easier to use for an advanced user, while Tableau is easier to use for a beginner user.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.

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Good to know. Is this something you've found with many solutions in general or specifically with/exclusively to BI Tools or to Spotfire?