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TIBCO Spotfire vs ThoughtSpot comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 1, 2025

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
6.2
ThoughtSpot offers time savings and decision-making benefits, though some struggle with costs and measuring financial returns due to adoption issues.
Sentiment score
5.8
TIBCO Spotfire boosts ROI by reducing maintenance, enhancing efficiency, and improving data analysis for informed decision-making and productivity.
Using ThoughtSpot has resulted in significant time savings and improved business sales by allowing us to identify sellers and buyers across regions, facilitating targeted marketing.
Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees
Based on our implementation in one project, we are trying to raise more funding to expand its use.
Senior Business Intelligence Architect at Mphasis
ThoughtSpot saves a significant amount of time compared to other tools and is very user-friendly.
Data Analyst at a tech vendor with 10,001+ employees
I have seen a return on investment with TIBCO Spotfire; it has significantly reduced our manual report creation time and increased data-driven decision-making efficiency, so our ROI is good in that aspect.
Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees
 

Customer Service

Sentiment score
5.7
ThoughtSpot customer service is supportive with quick responses, but some users experience delays and find the knowledge base lacking.
Sentiment score
6.9
TIBCO Spotfire's customer service is praised for responsiveness and expertise, with some variability in support quality noted.
I stopped opening tickets due to insufficient and untimely responses.
Software Engineer (Data specialist) at Salesforce
ThoughtSpot provides a dedicated customer success person and the ability to submit tickets online, with a response time of no more than a day.
Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees
The knowledge base for ThoughtSpot is less robust compared to others.
Sr Data Analytics Consultant at Capgemini
Having a local partner was crucial for us while they were there.
Production Engineer at Parex Resources Inc
I would rate the customer support for TIBCO Spotfire nine out of ten.
Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees
TIBCO's support, especially for integration products, is swift.
Business Enabler at a tech services company with 1-10 employees
 

Scalability Issues

Sentiment score
5.9
ThoughtSpot is highly scalable with data warehouse integration, but security governance and advanced features may be challenging.
Sentiment score
7.0
TIBCO Spotfire is highly scalable with improved load balancing, suitable for large datasets, but cost may be a concern.
Tableau, Power BI, or Looker have separate tools for preparation, customization, and storytelling.
Sr Data Analytics Consultant at Capgemini
The platform does not have technical problems with scaling data or connections.
Software Engineer (Data specialist) at Salesforce
As our data has grown, I have validated huge datasets and complex models without significant issues.
Data Analyst at a tech vendor with 10,001+ employees
The platform was able to support multiple simultaneous users and connect to cloud analytics in the backend, making it quite scalable.
Data Governance System Specialist at a energy/utilities company with 1,001-5,000 employees
 

Stability Issues

Sentiment score
6.1
ThoughtSpot is reliable with high stability and minimal issues, but some users face indexing delays and feature limitations.
Sentiment score
6.5
TIBCO Spotfire is stable and reliable, with occasional issues in complex projects, improved by hardware updates and software patches.
I use it primarily for large datasets, and it performs faster than regular data visualization tools such as Power BI, which has limits on dataset size.
Sr Data Analytics Consultant at Capgemini
The upgrades are smooth with no downtime, which is super important.
Software Engineer (Data specialist) at Salesforce
The responsiveness of accessing live data is exceptional and faster than most other BI tools.
Business Intelligence & Reporting Manager at a tech vendor 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
The action logs allowed us to check traceability and see how mature and stable the setup was if corruption, performance drift, or synchronization issues occurred.
Data Governance System Specialist at a energy/utilities company with 1,001-5,000 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

ThoughtSpot users seek better visualization, customization, integration, user interface, data loading, pricing, governance, and tool integration features.
TIBCO Spotfire's UI is outdated, lacks customization, struggles with data handling, and users seek better integration and training.
Currently, it is not as customizable as the options available on Power BI or Tableau.
Sr Data Analytics Consultant at Capgemini
Handling governance when there are many models and dashboards is complex.
Software Engineer (Data specialist) at Salesforce
Enhancing integration capabilities with other tools like DBT would also be beneficial as it would make our lives easier.
Business Intelligence & Reporting Manager at a tech vendor 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
For regulatory submissions, we sometimes had to additionally deploy external tools to provide our client with a perfect export.
Data Governance System Specialist at a energy/utilities company with 1,001-5,000 employees
 

Setup Cost

ThoughtSpot offers flexible, competitive pricing with various models, being comparable to Tableau and higher than Power BI.
TIBCO Spotfire's pricing is high yet valuable, with complex licensing and long negotiation, but offers strong ROI and features.
HubSpot is expensive.
Software Engineer (Data specialist) at Salesforce
ThoughtSpot's pricing is reasonable and in line with other BI tools.
Business Intelligence & Reporting Manager at a tech vendor with 51-200 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
My experience with pricing, setup cost, and licensing for TIBCO Spotfire appears fair.
Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees
 

Valuable Features

ThoughtSpot offers fast data search, AI-driven insights, and self-service analytics, enhancing decision-making and user interaction.
TIBCO Spotfire offers powerful analytics, easy visualizations, and customization, integrating diverse data sources for insightful business decisions.
Its compatibility with most databases, including the latest from FlexMovely and Redshift, allows users to create joins and worksheets easily.
Sr Data Analytics Consultant at Capgemini
This alerting feature is very beneficial for our company at the moment, and we use it extensively.
When I upload a data dump, AI analytics suggest possible data visualizations and insights, which I can pin to dashboards or live boards for modification.
Data Analyst at a tech vendor 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
Our client wanted a single analytic environment to serve as a one-stop place where their teams could explore, visualize, and collaborate in real time while maintaining security and regulatory expectations.
Data Governance System Specialist at a energy/utilities company with 1,001-5,000 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
 

Categories and Ranking

ThoughtSpot
Ranking in BI (Business Intelligence) Tools
10th
Average Rating
8.0
Reviews Sentiment
6.5
Number of Reviews
17
Ranking in other categories
Data Visualization (8th), Embedded BI (4th)
TIBCO Spotfire
Ranking in BI (Business Intelligence) Tools
13th
Average Rating
8.2
Reviews Sentiment
5.7
Number of Reviews
74
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of January 2026, in the BI (Business Intelligence) Tools category, the mindshare of ThoughtSpot is 1.5%, up from 1.4% compared to the previous year. The mindshare of TIBCO Spotfire is 1.1%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Market Share Distribution
ProductMarket Share (%)
ThoughtSpot1.5%
TIBCO Spotfire1.1%
Other97.4%
BI (Business Intelligence) Tools
 

Featured Reviews

Sushma Polavarapu - PeerSpot reviewer
Sr Data Analytics Consultant at Capgemini
Creates user-friendly analysis environments for large datasets
The tool is user-friendly for the end users. It is primarily a search-based tool. Users do not need a technical background to work directly on the dataset. Its compatibility with most databases, including the latest from FlexMovely and Redshift, allows users to create joins and worksheets easily. ThoughtSpot is fast, even with one to ten terabytes of data.
reviewer2774796 - PeerSpot reviewer
Data Governance System Specialist at a energy/utilities company with 1,001-5,000 employees
Clinical teams have transformed trial data into real-time, governed insights for faster decisions
Our client was a biotech company whose clinical pipeline was expanding with teams across clinical operations, biometrics, safety, and translational sciences. All these organizations and departments were drowning in data. Every week, teams stitched together different PowerPoint decks, SAS listings, spreadsheets, and extracts from central labs, CTMS, and warehouses. The problem was not a lack of data but a lack of timely insights. We were constantly asked which sites were falling behind, whether there was any worrying safety drift, or which biomarkers were correlating with response. Analysts would manually rerun scripts or pull static listings, which resulted in delays ranging from two weeks to a month. There were also many inconsistencies in definitions between ORR, PFS censoring rules, and protocol deviation categories, causing confusion and rework. Our client wanted a single analytic environment to serve as a one-stop place where their teams could explore, visualize, and collaborate in real time while maintaining security and regulatory expectations. TIBCO Spotfire became their live analytics workspace. Previously, teams had to collect emailed spreadsheets and various documents. By having one combined place, teams could open dynamic dashboards that were directly governed by curated datasets. The data canvas showed every transformation step, which helped the client maintain traceability for audits. Data functions written in R or Python allowed statisticians to encode and have approved analytic methods that could be used everywhere. Before implementing the tool, we built a framework and strategy. First, we mapped their high-value pain points including trial enrollment forecasting, safety drift monitoring, protocol deviation detection, and biomarker response analysis. Based on these priorities, we defined common language and common rules by aligning calculations with CDISC standards and creating shared data functions for lab shift rules and biomarker classifications. This prevented inconsistent interpretations across studies. We then built the technical foundation by connecting TIBCO Spotfire securely to their EDC, R environment, data lake, and row-level security to ensure adherence to PHI, PII, and regulatory compliances. Clinical operations dashboards provided real-time insights into enrollments and deviations. Safety dashboards were deployed to visualize patterns, biomarker distributions, and tumor burden changes for their cancer-related drug studies. The business validated the dashboards based on GxP principles, and we trained the study teams and built new templates so that trials could launch analytics much faster.
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Computer Software Company
10%
Manufacturing Company
10%
Healthcare Company
6%
Manufacturing Company
18%
Financial Services Firm
9%
Healthcare Company
8%
Energy/Utilities Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise13
By reviewers
Company SizeCount
Small Business18
Midsize Enterprise12
Large Enterprise42
 

Questions from the Community

What is your experience regarding pricing and costs for ThoughtSpot?
The pricing is on the higher end but reasonable for what ThoughtSpot offers.
What needs improvement with ThoughtSpot?
There should be a free version of it for people to learn easily so that they get adapted easily and get used to supporting the Domo community, which is something very important. The certification c...
What is your primary use case for ThoughtSpot?
I had some experience with ThoughtSpot. It was a very limited use case, as I was just a part of a POC, so I cannot really comment.
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?
TIBCO Spotfire can be improved in several areas. The UI can be enhanced, and the usage and flexibility need to be better compared to other analytical tools.
 

Also Known As

No data available
Spotfire
 

Overview

 

Sample Customers

Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs
Allergan, ASSS de Montreal, Avantium, Blue River, Bank of Montreal, Citibank, FrieslandCampina, Hellmann Logistics, Merck, Novartis
Find out what your peers are saying about TIBCO Spotfire vs. ThoughtSpot and other solutions. Updated: December 2025.
881,082 professionals have used our research since 2012.