TIBCO Spotfire vs Teradata comparison

Teradata and TIBCO are both solutions in the BI (Business Intelligence) Tools category. Teradata is ranked #8 with an average rating of 7.7, while TIBCO is ranked #13 with an average rating of 8.0. Teradata holds a 0.9% mindshare in BIT, compared to TIBCO’s 1.1% mindshare. Additionally, 88% of Teradata users are willing to recommend the solution, compared to 97% of TIBCO users who would recommend it.

Teradata

Read 83 Teradata reviews

10,773 Views
1,077 Comparison Views

88% willing to recommend

TIBCO Spotfire

Read 74 TIBCO Spotfire reviews

3,139 Views
1,475 Comparison Views

97% willing to recommend

Teradata

TIBCO Spotfire

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 4, 2026

TIBCO Spotfire and Teradata compete in the analytics software market. Spotfire holds an edge with its emphasis on user experience and integration, while Teradata excels in processing and storage capabilities.

Features: Spotfire offers interactive visualizations, real-time dashboarding, and extensive integration options with languages like R and Python. It supports rapid data manipulation and self-service analytics, focusing on user experience customization. Teradata is known for its powerful parallel processing and storage management, handling massive data volumes efficiently, making it ideal for enterprise data warehousing.

Room for Improvement: Spotfire users often call for enhanced visualization customization, a more intuitive interface, and better third-party integration. Teradata users express concerns over its cost, lag in cloud adoption, and limited support for unstructured data. Both have areas to improve, with Spotfire needing better user experience and Teradata needing cloud and pricing adaptations.

Ease of Deployment and Customer Service: Spotfire offers on-premises and cloud deployment, but users find the initial setup complex. Its customer support is generally responsive. Teradata shines in hybrid cloud environments but has a cumbersome setup. Its technical support has room for real-time troubleshooting improvement.

Pricing and ROI: Spotfire is expensive, yet users find the ROI satisfactory due to its features. Its pricing is flexible based on usage. Teradata is high in cost, often justified by its advanced data warehousing capabilities, offering a strong ROI in large enterprises but can be a barrier for smaller firms.

To learn more, read our detailed TIBCO Spotfire vs. Teradata Report (Updated: December 2025).

Buyer's Guide

TIBCO Spotfire vs. Teradata

December 2025

Download the complete report

Helped 880,954 peers since 2012

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

6.9

Teradata significantly boosts speed, efficiency, and ROI, with studies showing a 427% average ROI over three years.

Sentiment score

5.8

TIBCO Spotfire boosts ROI by enhancing data analysis, reducing manual work, and fostering efficient decision-making for various industries.

At least fifteen to twenty percent of our time has been saved using Teradata, which has positively affected team productivity and business outcomes.

Shugoyal Shugoyal

Senior product analyst at a financial services firm with 10,001+ employees

Independent research showed that Teradata VantageCloud users achieved an average ROI of 427% across three years with payback under a year, demonstrating the platform's ability to deliver a strong financial return.

David Durand Velásquez

Engineers at a consultancy with 11-50 employees

We have realized a return on investment, with a reduction of staff from 27 to eight, and our current return on investment is approximately 14%.

Kirk Robinson

Interim and Fractional CIO and CTO at a consultancy with 11-50 employees

For more quotes and insights, download the Teradata report

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.

RahulArora

Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees

For more quotes and insights, download the TIBCO Spotfire report

Customer Service

Sentiment score

7.1

Teradata's support is praised for professionalism and responsiveness, but feedback on speed is mixed; training resources enhance service.

Sentiment score

6.9

TIBCO Spotfire's support is highly rated for expertise and responsiveness, though language barriers and regional variations affect experiences.

The customer support for Teradata has been great.

Kirk Robinson

Interim and Fractional CIO and CTO at a consultancy with 11-50 employees

They are responsive and knowledgeable, and the documentation is very helpful.

David Durand Velásquez

Engineers at a consultancy with 11-50 employees

Customer support is very good, rated eight out of ten under our essential agreement.

Achilleas Achilleos

Team Leader for Data Base Administrators at a government with 1,001-5,000 employees

For more quotes and insights, download the Teradata report

Having a local partner was crucial for us while they were there.

Jacobo Ortiz Avila

Production Engineer at Parex Resources Inc

I would rate the customer support for TIBCO Spotfire nine out of ten.

RahulArora

Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees

TIBCO's support, especially for integration products, is swift.

reviewer1442247

Business Enabler at a tech services company with 1-10 employees

For more quotes and insights, download the TIBCO Spotfire report

Scalability Issues

Sentiment score

7.5

Teradata offers scalable cloud and on-premise solutions with strong adaptability, overcoming hardware limitations and cost challenges efficiently.

Sentiment score

7.0

TIBCO Spotfire is praised for scalability, able to handle large datasets, though issues can arise with outdated versions.

Whenever we need more resources, we can add that in Teradata, and when not needed, we can scale it down as well.

Shugoyal Shugoyal

Senior product analyst at a financial services firm with 10,001+ employees

This flexibility allows organizations to scale according to their needs, balancing performance, cost, and compliance requirements.

David Durand Velásquez

Engineers at a consultancy with 11-50 employees

This expansion can occur without incurring downtime or taking systems offline.

RajeshKumar25

Principal Consultant & Director at Quensulting

For more quotes and insights, download the Teradata report

The platform was able to support multiple simultaneous users and connect to cloud analytics in the backend, making it quite scalable.

reviewer2774796

Data Governance System Specialist at a energy/utilities company with 1,001-5,000 employees

For more quotes and insights, download the TIBCO Spotfire report

Stability Issues

Sentiment score

8.3

Teradata's robust architecture ensures exceptional stability and reliability, with minimal downtime and high user ratings despite some integration challenges.

Sentiment score

6.5

TIBCO Spotfire is highly stable, with minor issues primarily due to hardware, complex customizations, or resource-intensive conditions.

Its massively parallel process architecture allows the platform to distribute workload efficiently, enabling organizations to run heavy analytic queries without compromising speed or stability.

David Durand Velásquez

Engineers at a consultancy with 11-50 employees

I find the stability to be almost a ten out of ten.

Achilleas Achilleos

Team Leader for Data Base Administrators at a government with 1,001-5,000 employees

The workload management and software maturity provide a reliable system.

RajeshKumar25

Principal Consultant & Director at Quensulting

For more quotes and insights, download the Teradata report

There are no significant stability issues as long as the product's capabilities are understood and not overly pushed.

reviewer1442247

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.

reviewer2774796

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.

reviewer2783484

Lead Data Engineer at a transportation company with 10,001+ employees

For more quotes and insights, download the TIBCO Spotfire report

Room For Improvement

Teradata requires improvements in transaction processing, scalability, UI, cost-effectiveness, analytics features, integration capabilities, and security measures.

TIBCO Spotfire needs improved UI, integrated visualizations, mobile capabilities, data handling, and global support for better user experience.

I want to highlight two features for improvement: first, storing data in various formats without requiring a tabular structure, accommodating unstructured data; and second, adding AI ML features to better integrate Gen AI, LLM concepts, and user-friendly experiences such as text-to-SQL capabilities.

Ganesh Verma

Data Engineer at Tredence Inc.

Unlike SQL and Oracle, which have in-built replication capabilities, we don't have similar functionality with Teradata.

Achilleas Achilleos

Team Leader for Data Base Administrators at a government with 1,001-5,000 employees

The most challenging aspect is finding Teradata resources, so we are focusing on internal training and looking for more Teradata experts.

Kirk Robinson

Interim and Fractional CIO and CTO at a consultancy with 11-50 employees

For more quotes and insights, download the Teradata report

TIBCO Spotfire and ClickView need improvement in scheduling, which is critical yet lacking in quality.

reviewer1442247

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.

Jacobo Ortiz Avila

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.

reviewer2774796

Data Governance System Specialist at a energy/utilities company with 1,001-5,000 employees

For more quotes and insights, download the TIBCO Spotfire report

Setup Cost

Teradata offers high-value analytics with flexible pricing, excelling in performance and ROI, ideal for large enterprises and data-intensive sectors.

TIBCO Spotfire's pricing is high with strong ROI, offering various licensing options requiring negotiation and patience for competitive deals.

Teradata is much more expensive than SQL, which is well-performed and cheaper.

Achilleas Achilleos

Team Leader for Data Base Administrators at a government with 1,001-5,000 employees

Initially, it may seem expensive compared to similar cloud databases, however, it offers significant value in performance, stability, and overall output once in use.

RajeshKumar25

Principal Consultant & Director at Quensulting

Role-based access control (RBAC), strong audit and compliance features, high availability, fault tolerance, and encrypted data at rest and in-transit are key features.

David Durand Velásquez

Engineers at a consultancy with 11-50 employees

For more quotes and insights, download the Teradata report

TIBCO Spotfire's pricing is high, particularly in traditional markets like Turkey, impacting market penetration.

reviewer1442247

Business Enabler at a tech services company with 1-10 employees

My experience with pricing, setup cost, and licensing for TIBCO Spotfire appears fair.

RahulArora

Global Head - DevOps and AIOps Startegist at a manufacturing company with 10,001+ employees

For more quotes and insights, download the TIBCO Spotfire report

Valuable Features

Teradata excels in parallel processing, scalability, and performance, offering robust data management, security, and integration for efficient data warehousing.

TIBCO Spotfire offers interactive visualizations, real-time analytics, and seamless integration, enhancing data exploration and decision-making efficiency.

Teradata's security helps our organization meet compliance requirements such as GDPR and IFRS, and it is particularly essential for revenue contracting or revenue recognition.

Kirk Robinson

Interim and Fractional CIO and CTO at a consultancy with 11-50 employees

Its architecture allows information to be processed efficiently while maintaining stable performance, even in highly demanding environments.

David Durand Velásquez

Engineers at a consultancy with 11-50 employees

It facilitates data integration, where we integrate and analyze data from various sources, making it a powerful and high-quality reliable solution for the company.

reviewer2783274

Senior Data Engineer at a media company with 1,001-5,000 employees

For more quotes and insights, download the Teradata report

TIBCO Spotfire integrates with R and Python, offering a differentiator from the competition.

reviewer1442247

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.

reviewer2774796

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.

Jacobo Ortiz Avila

Production Engineer at Parex Resources Inc

For more quotes and insights, download the TIBCO Spotfire report

Categories and Ranking

Teradata

Ranking in BI (Business Intelligence) Tools

8th

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Customer Experience Management (6th), Backup and Recovery (15th), Data Integration (15th), Relational Databases Tools (6th), Data Warehouse (3rd), Marketing Management (5th), Cloud Data Warehouse (3rd), Database Management Systems (DBMS) (3rd)

TIBCO Spotfire

Ranking in BI (Business Intelligence) Tools

13th

Average Rating

8.2

Reviews Sentiment

5.7

Number of Reviews

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 Teradata is 0.9%, up from 0.7% 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
Product	Market Share (%)
Teradata	0.9%
TIBCO Spotfire	1.1%
Other	98.0%

BI (Business Intelligence) Tools

Featured Reviews

David Durand Velásquez

Engineers at a consultancy with 11-50 employees

Delivers consistent performance and enables advanced analytics across complex data environments

Teradata stands out as a solid platform for managing and analyzing large volumes of data. Its architecture allows information to be processed efficiently while maintaining stable performance, even in highly demanding environments. One of its most notable strengths is the ability to run complex queries at high speed, which is essential for organizations that require timely and reliable analytics. Teradata offers a well-integrated ecosystem that supports working with different types of data and enables scalability as organizational needs grow. Its focus on advanced analytics, integration with modern business intelligence tools, and the ability to operate both on-premise and in the cloud make it a versatile solution for data warehousing and large-scale processing. Teradata's stability, technological maturity, and the availability of strong documentation and best practices are noteworthy. I consider Teradata to be a tool with great potential for any organization looking to enhance its analytical capabilities, optimize data processing, and move toward more data-driven decision-making. Teradata stands out as a solid platform for managing a large volume of data in different projects. Its architecture allows information to be processed efficiently while maintaining stable performance, even in high-demanding environments. A well-integrated AI ecosystem that supports working with different types of data and enables scalability as organizational needs grow across different kinds of enterprises or organizations. The focus on advanced analytics integration with modern business intelligence tools is particularly valuable. Teradata combines a powerful parallel process and optimizing SQL engine with a highly scalable architecture allowing businesses to execute complex queries and analytics in real-time. It supports multi-cloud, hybrid, and on-premise environments, giving organizations flexibility to choose the setup that best aligns with their strategy. One of the biggest strengths is the ability to unify disparate data sources and support high concurrency, enabling different teams, such as analytics, operations, BI, and data science, to access consistent, trusted data across the enterprise.

Read full review

reviewer2774796

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.

Read full review

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Comparison Review

it_user232068

Senior Data Architect at a pharma/biotech company with 1,001-5,000 employees

Aug 5, 2015

Netezza vs. Teradata

Original published at https://www.linkedin.com/pulse/should-i-choose-net Two leading Massively Parallel Processing (MPP) architectures for Data Warehousing (DW) are IBM PureData System for Analytics (formerly Netezza) and Teradata. I thought talking about the similarities and differences…

Read full review

Top Industries

By visitors reading reviews

Financial Services Firm

23%

Manufacturing Company

Computer Software Company

Healthcare Company

Manufacturing Company

19%

Financial Services Firm

Healthcare Company

Energy/Utilities Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	28
Midsize Enterprise	13
Large Enterprise	52

By reviewers
Company Size	Count
Small Business	18
Midsize Enterprise	12
Large Enterprise	42

Questions from the Community

Comparing Teradata and Oracle Database, which product do you think is better and why?

I have spoken to my colleagues about this comparison and in our collective opinion, the reason why some people may declare Teradata better than Oracle is the pricing. Both solutions are quite simi...

See all answers

Which companies use Teradata and who is it most suitable for?

Before my organization implemented this solution, we researched which big brands were using Teradata, so we knew if it would be compatible with our field. According to the product's site, the comp...

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Is Teradata a difficult solution to work with?

Teradata is not a difficult product to work with, especially since they offer you technical support at all levels if you just ask. There are some features that may cause difficulties - for example,...

See all answers

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.

See all answers

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.

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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.

See all answers

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Product Reports

Buyer's Guide

Teradata

December 2025

Download Teradata product report

Buyer's Guide

TIBCO Spotfire

December 2025

Download TIBCO Spotfire product report

Also Known As

IntelliFlex, Aster Data Map Reduce, , QueryGrid, Customer Interaction Manager, Digital Marketing Center, Data Mover, Data Stream Architecture, Teradata Vantage Enterprise (DIY)

Spotfire

Overview

Teradata is a powerful tool for handling substantial data volumes with its parallel processing architecture, supporting both cloud and on-premise environments efficiently. It offers impressive capabilities for fast query processing, data integration, and real-time reporting, making it suitable for diverse industrial applications.

Known for its robust parallel processing capabilities, Teradata effectively manages large datasets and provides adaptable deployment across cloud and on-premise setups. It enhances performance and scalability with features like advanced query tuning, workload management, and strong security. Users appreciate its ease of use and automation features which support real-time data reporting. The optimizer and intelligent partitioning help improve query speed and efficiency, while multi-temperature data management optimizes data handling.

What are the key features of Teradata?

Parallel Processing Architecture: Enables efficient handling of substantial data volumes.
Cloud and On-Premise Deployment: Offers seamless adaptability across environments.
Query Tuning: Improves speed and performance of data retrieval processes.
Workload Management: Ensures optimal resource allocation for enhanced performance.
Robust Security: Provides high levels of data protection and system integrity.
Data Integration: Facilitates cohesive data management from multiple sources.
Automation for Real-time Reporting: Enhances timely data insights and decision-making.
Optimizer and Intelligent Partitioning: Further increase query speed and system efficiency.
Multi-Temperature Data Management: Optimizes the handling and retrieval of data.

What benefits and ROI do users look for?

Efficient Data Management: Facilitates smooth integration and processing of diverse data sets.
Scalability: Easy adjustment to increasing or decreasing data requirements.
Improved Performance: Fast query speeds and optimized resource use.
Comprehensive Security: Safeguards data integrity and accessibility.
Ease of Use: Simplifies data handling and operational processes.

In the finance, retail, and government sectors, Teradata is employed for data warehousing, business intelligence, and analytical processing. It handles vast datasets for activities like customer behavior modeling and enterprise data integration. Supporting efficient reporting and analytics, Teradata enhances data storage and processing, whether deployed on-premise or on cloud platforms.

Teradata

TIBCO Spotfire is a versatile data analytics platform that can handle large datasets and be deployed on-premise or in the cloud. Its dynamic reporting, easy creation of dynamic dashboards, and highly customizable tool make it a valuable asset for process data analysis, industrial performance dashboards, problem root cause analysis, business intelligence, and real-time analytics for IoT devices in the energy sector.

The solution also offers data science functions, map visuals, R and Python integration, and the ability to write HTML and JavaScript text areas. Spotfire has helped organizations deliver projects more efficiently and cost-effectively, allowing for faster data analysis.

TIBCO

Sample Customers

Netflix

Allergan, ASSS de Montreal, Avantium, Blue River, Bank of Montreal, Citibank, FrieslandCampina, Hellmann Logistics, Merck, Novartis

Buyer's Guide

TIBCO Spotfire vs. Teradata

December 2025

Free Report: TIBCO Spotfire vs. Teradata

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