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Teradata Reviews

Vendor: Teradata
4.1 out of 5
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What is Teradata?

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.

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Teradata is the #3 ranked solution in top Data Warehouse solutions, #4 ranked solution in top Cloud Data Warehouse solutions, #5 ranked solution in top Marketing Management solutions, #6 ranked solution in top Customer Experience Management solutions, #8 ranked solution in top Relational Databases, #13 ranked solution in top Business Intelligence Tools, #17 ranked solution in top Data Integration Tools, and #21 ranked solution in best Backup and Recovery Software. PeerSpot users give Teradata an average rating of 8.2 out of 10. Teradata is most commonly compared to Microsoft Power BI: Teradata vs Microsoft Power BI. Teradata is popular among the large enterprise segment, accounting for 73% of users researching this solution on PeerSpot. The top industry researching this solution are professionals from a financial services firm, accounting for 25% of all views.
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Teradata
September 2025
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Teradata mindshare

Product category:
Data Warehouse
As of October 2025, the mindshare of Teradata in the Data Warehouse category stands at 12.1%, down from 16.6% compared to the previous year, according to calculations based on PeerSpot user engagement data.
Data Warehouse Market Share Distribution
ProductMarket Share (%)
Teradata12.1%
Oracle Exadata14.2%
Snowflake12.5%
Other61.2%
Data Warehouse

PeerResearch reports based on Teradata reviews

TypeTitleDate
CategoryData WarehouseOct 3, 2025Download
ProductReviews, tips, and advice from real usersOct 3, 2025Download
ComparisonTeradata vs SnowflakeOct 3, 2025Download
ComparisonTeradata vs Oracle ExadataOct 3, 2025Download
ComparisonTeradata vs Dell PowerStoreOct 3, 2025Download
Suggested products
TitleRatingMindshareRecommending
Microsoft Power BI4.0N/A93%326 interviewsAdd to research
Databricks4.1N/A96%91 interviewsAdd to research
 
 
Key learnings from peers

Valuable Features

Teradata excels in high-speed, parallel processing, providing ease in query execution and efficient data handling. It offers linear scalability, robust security, and flexibility across cloud and on-premise deployments. Features like smart optimizers, in-database analytics, and shared-nothing architecture enhance performance. Users appreciate the unique design methodology, fast data loading, comprehensive workload management, and innovative functionalities for data warehousing and analytics, making it a preferred choice for handling large volumes of complex data.
  • "Teradata has positively impacted our organization by allowing our team to reduce from 27 people down to eight, consolidating our headcount, and helping the enterprise achieve a higher rate of internal return on financials."
  • "The data mover is valuable over the last two years as it allows us to achieve data replication to our disaster recovery systems."
  • "Teradata effectively uses parallelism to the granular level, performing better than other databases."

Room for Improvement

Teradata users highlight the need for enhanced cloud compatibility, improved processing speed, and better cost management. They express concerns about its user interface, query response time, and lack of advanced analytics features. The integration with other platforms and support for unstructured data need improvement. Licensing and scalability issues were noted. Users favor more comprehensive training and documentation, seamless data migration capabilities, and support for multi-cloud environments. Enhanced security and marketing efforts are also suggested.
  • "The limitation we encountered was related to speed, prompting us to increase our AWS cloud thresholds and benchmarks on the servers, adding more throughput."
  • "When backups are performed, it locks the database, preventing user access, which is a concern."
  • "Teradata is somewhat late in adopting cloud technology."

ROI

Organizations reported increased speed and customer satisfaction with Teradata, seeing more than a 100% ROI. Customers felt faster, smarter, and capable of sophisticated analytics. Institutions acknowledged Teradata's worth, with services deemed valuable for investments. Although some like Central Bank of Colombia couldn't quantify increased earnings, enhancements in service indicated ROI. Numerous users rated investment returns positively. Teradata's value and improved service offerings were viewed as highly beneficial across different sectors.

Pricing

Teradata pricing is perceived as expensive yet offers significant value, especially for large enterprises seeking high performance and advanced analytics capabilities. While cloud and flexible pricing models are now offered, the initial costs, including licensing and setup, remain on the higher side compared to competitors. Teradata users emphasize negotiating pricing and evaluating total cost of ownership, considering the return on investment due to its stability and reduced need for database admins.
  • "I rate the product price a nine on a scale of one to ten, where one is cheap and ten is expensive."
  • "The tool costs about 30,000 euros a month, while Azure Synapse SQL only costs 10,000."
  • "Users have to pay a yearly licensing fee for Teradata IntelliFlex, which is very expensive."

Popular Use Cases

Teradata is primarily used by organizations for data warehousing, providing a high-performance platform for storing and analyzing large datasets. It facilitates business intelligence, reporting, and analytical tasks across various industries, including finance, retail, and government. With capabilities to handle enterprise data integration, Teradata supports structured data aggregation and exploration, often alongside ETL tools. Its use extends to building enterprise data warehouses, executing heavy analytical queries, and supporting cloud and on-premise environments.

Service and Support

Teradata's customer service and technical support receive mixed ratings. Many find the support excellent, highlighting its promptness and professionalism, while some mention slow response times and unmet expectations. Technical support is praised for expertise, especially under specific agreements, but occasional delays are noted. The service is seen as responsive, often efficient in resolving queries and adhering to SLAs. User satisfaction varies, with ratings from average to exceptional. The service also provides comprehensive documentation and learning resources.

Deployment

Teradata's initial setup varies in complexity. Many users find it straightforward, particularly with experienced staff or using Teradata's Professional Services. However, others note challenges due to differences from other database systems. Some emphasize Teradata's ease on cloud compared to on-premises setups and highlight the need for thorough planning and pre-configuration. The process duration ranges widely, influenced by system size, data migration needs, and the environment being used.

Scalability

Teradata excels in scalability, according to many. Users appreciate its capability to handle large collections, highlighting the option to add nodes and storage seamlessly, especially in cloud setups. Some faced challenges in on-premise scaling or required coordination for expansions. However, generally, it demonstrates high performance and efficiency, particularly in handling workloads and processing speeds. Most groups regarded its scalability as one of its strengths, although a few encountered hardware-related limitations.

Stability

Teradata exhibits exceptional stability with minimal downtime, reported by numerous users in varied environments. Users highlight its robust hardware-software integration and effective bug management, ensuring resilience. While most experienced no stability issues, a few mentioned challenges with specific components like Unity. Users also praise its consistent performance with high uptime and efficient workload management, citing redundancy features as a key factor. Teradata's architecture allows for seamless maintenance without significant disruptions.
These insights are based on the in-depth reviews provided by peers to help you make a better buying decision.
Download our Teradata Buyer's Guide for additional reliable information.

Review data by company size

By reviewers
Company SizeCount
Small Business18
Midsize Enterprise11
Large Enterprise35
By reviewers
By visitors reading reviews
Company SizeCount
Small Business271
Midsize Enterprise159
Large Enterprise1158
By visitors reading reviews

Top industries

By visitors reading reviews
Financial Services Firm
25%
Computer Software Company
9%
Manufacturing Company
8%
Healthcare Company
6%
Government
5%
Retailer
5%
Insurance Company
4%
Energy/Utilities Company
4%
Comms Service Provider
4%
Transportation Company
3%
University
3%
Performing Arts
3%
Educational Organization
3%
Media Company
2%
Real Estate/Law Firm
2%
Consumer Goods Company
2%
Outsourcing Company
2%
Construction Company
2%
Non Profit
1%
Legal Firm
1%
Logistics Company
1%
Wholesaler/Distributor
1%
Pharma/Biotech Company
1%
Recreational Facilities/Services Company
1%
Hospitality Company
1%

Compare Teradata with alternative products

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Learn more about Teradata

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

Teradata customers

Netflix

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Product Categories

Product Categories
Data Warehouse
Customer Experience Management
Backup and Recovery
Data Integration
Relational Databases Tools
BI (Business Intelligence) Tools
Marketing Management
Cloud Data Warehouse

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Teradata Reviews Summary
Author infoRatingReview Summary
Interim and Fractional CIO and CTO at a consultancy with 11-50 employees4.5I've used Teradata for 12 years to enhance data analytics and process efficiency, valuing its security, scalability, and analytics, though speed and expert availability remain challenges; overall, it's greatly improved performance, ROI, and data-driven decision-making.
Principal Consultant & Director at Quensulting4.0I use Teradata mainly for data warehousing and OLAP analytics due to its exceptional performance in parallel computing and workload management. However, it needs to improve its cloud technology to stay competitive and cater to cloud-focused clients.
Team Leader for Data Base Administrators at a government with 1,001-5,000 employees3.5Our primary use of Teradata is as a data warehouse for running analytics and heavy queries. The data mover utility is valuable for data replication, but replication and backup processes need improvement. Teradata is more expensive compared to SQL and Oracle.
Data engineer at Cocos pt4.5In my experience, Teradata is a powerful tool for building real-time data warehouses, despite its high cost compared to competitors like Oracle and Microsoft. I've worked with various ETL tools and observed that Teradata remains a reliable choice.
Senior Data Analyst at a outsourcing company with 201-500 employees4.0I find Teradata impressive for big data processing and learning resources, though it lacks advanced data science models. It's helping me improve my data analysis skills, but it needs better promotion for its in-database AI capabilities.
Senior Data Architect at Teradata Corporation4.5I used Teradata for critical recovery tasks, benefiting from fast block-level data transfers. Its robustness is valuable, but costs are high. Improvements in the ETL engine and compatibility with big data tools like Cloudera and Spark are needed.
Solution Architect at Capgemini4.0We leverage Teradata for our data warehouse to efficiently process and generate business intelligence reports. Its parallel processing architecture enhances data management and query performance. While scalable, improvements in handling unstructured data and documentation would enhance user experience.
Data Warehouse Senior Manager at Etisalat4.0I use Teradata for reporting in my company. While it's been our choice for four years, its flexibility and expansion capabilities could be improved. I lack experience with other solutions, though my company has evaluated alternatives to Teradata.