Teradata vs ThoughtSpot comparison

Teradata and ThoughtSpot are both solutions in the BI (Business Intelligence) Tools category. Teradata is ranked #8 with an average rating of 7.7, while ThoughtSpot is ranked #10 with an average rating of 8.5. Teradata holds a 0.9% mindshare in BIT, compared to ThoughtSpot’s 1.5% mindshare. Additionally, 88% of Teradata users are willing to recommend the solution, compared to 93% of ThoughtSpot users who would recommend it.

Teradata

Read 83 Teradata reviews

10,773 Views
1,077 Comparison Views

88% willing to recommend

ThoughtSpot

Read 17 ThoughtSpot reviews

2,624 Views
1,706 Comparison Views

93% willing to recommend

Teradata

ThoughtSpot

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 4, 2026

Teradata and ThoughtSpot are both influential in the data analytics and business intelligence sector. While Teradata excels with advanced technologies that bolster handling large data sets, ThoughtSpot is preferred for its intuitive user interface and self-service analytics capabilities.

Features: Teradata is acclaimed for its "Parallel Everything" design, MPP architecture, and advanced workload management, enabling optimized high-volume complex query processing. ThoughtSpot stands out with its intuitive data exploration tools, allowing users without technical expertise to quickly generate reports, and its strong self-service analytics features.

Room for Improvement: Teradata users highlight high costs and complexity in scalability as areas for improvement. There's a demand for better handling of unstructured data and enhanced cloud integration. ThoughtSpot users seek enhancements in visualization features, more flexible pricing, better integration, and improved customization with reduced latency.

Ease of Deployment and Customer Service: Teradata offers robust deployment options whether on-premises or cloud, supported by a strong technical team, though its complexity can slow the deployment process. ThoughtSpot is mostly cloud-based, providing easy deployment, especially for smaller teams. Both companies receive high customer service ratings, with Teradata praised for experienced support, albeit with variable response times.

Pricing and ROI: Teradata is viewed as expensive, justified by its robust performance for large organizations, yielding high ROI due to performance efficiencies. ThoughtSpot's pricing is considered more flexible, particularly appealing to smaller businesses, with a cost model based on data input rather than user count, offering a significant advantage for variable data volumes.

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

Buyer's Guide

Teradata vs. ThoughtSpot

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

6.2

ThoughtSpot offers time savings and decision-making benefits, though some struggle with costs and measuring financial returns due to adoption issues.

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

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.

Jason Berman

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.

Sreetej Reddy

Senior Business Intelligence Architect at Mphasis

ThoughtSpot saves a significant amount of time compared to other tools and is very user-friendly.

Subhan Bhanu

Data Analyst at a tech vendor with 10,001+ employees

For more quotes and insights, download the ThoughtSpot 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

5.7

ThoughtSpot customer service is supportive with quick responses, but some users experience delays and find the knowledge base lacking.

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

I stopped opening tickets due to insufficient and untimely responses.

Dominique Rozenberg

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.

Jason Berman

Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees

The knowledge base for ThoughtSpot is less robust compared to others.

Sushma Polavarapu

Sr Data Analytics Consultant at Capgemini

For more quotes and insights, download the ThoughtSpot 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

5.9

ThoughtSpot is highly scalable with data warehouse integration, but security governance and advanced features may be challenging.

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

Tableau, Power BI, or Looker have separate tools for preparation, customization, and storytelling.

Sushma Polavarapu

Sr Data Analytics Consultant at Capgemini

The platform does not have technical problems with scaling data or connections.

Dominique Rozenberg

Software Engineer (Data specialist) at Salesforce

As our data has grown, I have validated huge datasets and complex models without significant issues.

Subhan Bhanu

Data Analyst at a tech vendor with 10,001+ employees

For more quotes and insights, download the ThoughtSpot 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

6.1

ThoughtSpot is reliable with high stability and minimal issues, but some users face indexing delays and feature limitations.

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

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.

Sushma Polavarapu

Sr Data Analytics Consultant at Capgemini

The upgrades are smooth with no downtime, which is super important.

Dominique Rozenberg

Software Engineer (Data specialist) at Salesforce

The responsiveness of accessing live data is exceptional and faster than most other BI tools.

Jason Berman

Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees

For more quotes and insights, download the ThoughtSpot report

Room For Improvement

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

ThoughtSpot users seek better visualization, customization, integration, user interface, data loading, pricing, governance, and tool integration features.

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

Currently, it is not as customizable as the options available on Power BI or Tableau.

Sushma Polavarapu

Sr Data Analytics Consultant at Capgemini

Handling governance when there are many models and dashboards is complex.

Dominique Rozenberg

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.

Jason Berman

Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees

For more quotes and insights, download the ThoughtSpot report

Setup Cost

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

ThoughtSpot offers flexible, competitive pricing with various models, being comparable to Tableau and higher than Power BI.

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

HubSpot is expensive.

Dominique Rozenberg

Software Engineer (Data specialist) at Salesforce

ThoughtSpot's pricing is reasonable and in line with other BI tools.

Jason Berman

Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees

For more quotes and insights, download the ThoughtSpot report

Valuable Features

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

ThoughtSpot offers fast data search, AI-driven insights, and self-service analytics, enhancing decision-making and user interaction.

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

Its compatibility with most databases, including the latest from FlexMovely and Redshift, allows users to create joins and worksheets easily.

Sushma Polavarapu

Sr Data Analytics Consultant at Capgemini

This alerting feature is very beneficial for our company at the moment, and we use it extensively.

reviewer2686410

Works

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.

Subhan Bhanu

Data Analyst at a tech vendor with 10,001+ employees

For more quotes and insights, download the ThoughtSpot 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)

ThoughtSpot

Ranking in BI (Business Intelligence) Tools

10th

Average Rating

8.0

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Data Visualization (8th), Embedded BI (4th)

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 ThoughtSpot is 1.5%, up from 1.4% 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%
ThoughtSpot	1.5%
Other	97.6%

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

Sushma Polavarapu

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.

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

Government

Financial Services Firm

18%

Computer Software Company

10%

Manufacturing Company

10%

Healthcare 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	3
Midsize Enterprise	1
Large Enterprise	13

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...

See all answers

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 is your experience regarding pricing and costs for ThoughtSpot?

The pricing is on the higher end but reasonable for what ThoughtSpot offers.

See all answers

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...

See all answers

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.

See all answers

Comparisons

Oracle Exadata vs Teradata

Compared 7% of the time

Snowflake vs Teradata

Compared 6% of the time

Oracle Database vs Teradata

Compared 5% of the time

SQL Server vs Teradata

Compared 5% of the time

IBM Db2 Database vs Teradata

Compared 5% of the time

More Teradata Competitors

Microsoft Power BI vs ThoughtSpot

Compared 10% of the time

Databricks vs ThoughtSpot

Compared 10% of the time

Omni vs ThoughtSpot

Compared 9% of the time

Tableau Enterprise vs ThoughtSpot

Compared 8% of the time

Julius AI vs ThoughtSpot

Compared 6% of the time

More ThoughtSpot Competitors

Product Reports

Buyer's Guide

Teradata

December 2025

Download Teradata product report

Buyer's Guide

ThoughtSpot

December 2025

Download ThoughtSpot 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)

No data available

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

ThoughtSpot is a powerful business intelligence tool that allows easy searching and drilling into data. Its ad hoc exploration and query-based search features are highly valued, and it is easy to set up, stable, and scalable.

The solution is used for reporting purposes, self-service BI, and embedding into other applications for customers to do self-service analytics. It helps businesses with metrics, KPIs, and important insights by sourcing data from various sources into one golden source and visualizing it in an easy way for the business to consume. The pricing model is ideal, charging for data rather than the number of users.

ThoughtSpot

Sample Customers

Netflix

Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs

Buyer's Guide

Teradata vs. ThoughtSpot

December 2025

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