MySQL vs Teradata comparison

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MySQL

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Executive SummaryUpdated on Jan 4, 2026

Teradata and MySQL both compete in the database management systems category. Teradata seems to have the upper hand for handling massive data volumes with its advanced features, whereas MySQL offers a flexible, cost-effective solution for smaller applications.

Features: Teradata offers a parallel processing architecture, scalability with a shared-nothing structure, and high efficiency in managing large data volumes. It includes comprehensive tools for data management and robust analytics applications. MySQL, as an open-source database, is highly flexible, easy to deploy, and integrate with multiple languages, which makes it extensible, especially for small to medium-sized applications.

Room for Improvement: Teradata needs to reduce its costs, enhance cloud compatibility, and improve its handling of unstructured data. It also faces challenges with flexibility and should extend its AI capabilities. MySQL requires enhancements in replication, scalability, and security. It could also benefit from a more robust clustering model and better handling of large transactions.

Ease of Deployment and Customer Service: Teradata provides strong technical support with high customer satisfaction and can be deployed on-premises, in cloud environments, and hybrid cloud models. MySQL's open-source nature allows it to be used on various platforms, supporting both on-premises and cloud settings. While Teradata is praised for its professional support, MySQL largely depends on community support for its open-source version, which may affect complex issue resolution.

Pricing and ROI: Teradata is a high-cost premium offering, justified by its advanced performance and stability for large-scale projects, offering significant ROI through efficiency improvements. Despite the cost, it provides strong value for complex analytics needs. MySQL, being open-source, is largely free and offers a cost-effective database management solution, ideal for smaller scale applications and budget-conscious users.

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

MySQL vs. Teradata

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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

6.1

Calculating MySQL ROI involves costs of implementation and cloud resources, balanced by savings on licensing and operational efficiency.

Sentiment score

6.9

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

I have seen a return on investment with MySQL, as it allows us to manage with fewer employees, focusing on business logic rather than database management.

AmitVerma4

Software Developer at 8 Gallery India

For more quotes and insights, download the MySQL report

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.

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%.

For more quotes and insights, download the Teradata report

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

Customer Service

Sentiment score

6.8

MySQL users often utilize community resources, with mixed experiences of Oracle support and reliance on internal or third-party help.

Sentiment score

7.1

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

I would rate the documentation and online support a 10 out of 10.

reviewer2599590

Student at a university with 10,001+ employees

We have no issues and usually receive timely responses.

For more quotes and insights, download the MySQL report

Assistant Vice President at National Bank of Pakistan

The customer support for Teradata has been great.

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

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

Engineers at a consultancy with 11-50 employees

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

For more quotes and insights, download the Teradata report

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

Scalability Issues

Sentiment score

6.7

MySQL scales effectively for small to medium applications but may struggle with high concurrency and very large workloads.

Sentiment score

7.5

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

Meeting scalability requirements through cloud computing is an expensive affair.

Ravi Kant-Sharma

Technical Architect at a tech vendor with 10,001+ employees

MySQL's scalability is currently adequate, as we have increased operations from ten thousand to twelve thousand devices, and it is working fine for us.

AmitVerma4

Software Developer at 8 Gallery India

For more quotes and insights, download the MySQL report

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.

For more quotes and insights, download the Teradata report

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

Stability Issues

Sentiment score

7.7

MySQL is stable with rare crashes, issues in large operations, and stability significantly influenced by logging and query design.

Sentiment score

8.3

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

We face certain integration issues, especially when we integrate the database with security solutions like IBM QRadar.

For more quotes and insights, download the MySQL report

Assistant Vice President at National Bank of Pakistan

From my experience, MySQL was pretty stable.

reviewer2599590

Student at a university with 10,001+ employees

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

Engineers at a consultancy with 11-50 employees

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

For more quotes and insights, download the Teradata report

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

Room For Improvement

MySQL faces scalability and performance issues, needs feature enhancements, better integration, security improvements, and advanced cloud compatibility.

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

It could be more beneficial if MySQL can enhance its data masking functionality in the same way it has improved data encryption.

For more quotes and insights, download the MySQL report

Assistant Vice President at National Bank of Pakistan

Oracle could improve on scalability.

Ravi Kant-Sharma

Technical Architect at a tech vendor with 10,001+ employees

The load balancer, MySQL LB, which is used to connect to the application, lacks clear documentation.

Prabir Kumar Kundu

SR AVP–Presales Cloud & Platform Management Services at Path Infotech ltd

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.

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.

For more quotes and insights, download the Teradata report

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

Setup Cost

Enterprise buyers appreciate MySQL's affordable pricing, minimal setup costs, and supportive community, with optional enterprise features for subscription.

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

Oracle has different components, so if you need security, you have to procure a different license, but here everything is inbuilt and it's not costly.

Prabir Kumar Kundu

SR AVP–Presales Cloud & Platform Management Services at Path Infotech ltd

For more quotes and insights, download the MySQL report

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

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.

For more quotes and insights, download the Teradata report

Engineers at a consultancy with 11-50 employees

Valuable Features

MySQL is open-source, cross-platform, scalable, with advanced SQL features, seamless integration, community support, and handles large datasets efficiently.

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

With Oracle, we have to buy another solution for encryption and masking, but MySQL supports native encryption, which enhances our return on investment.

For more quotes and insights, download the MySQL report

Assistant Vice President at National Bank of Pakistan

The main feature we utilize in MySQL is the view, and I can say that it is the most valuable feature for our needs.

AmitVerma4

Software Developer at 8 Gallery India

It allows programming, writing stored procedures, creating views, constraints, and triggers easily.

Ravi Kant-Sharma

Technical Architect at a tech vendor with 10,001+ employees

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.

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.

For more quotes and insights, download the Teradata report

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

Categories and Ranking

MySQL

Ranking in Relational Databases Tools

4th

Average Rating

8.2

Reviews Sentiment

7.2

Number of Reviews

152

Ranking in other categories

Open Source Databases (1st)

Teradata

Ranking in Relational Databases Tools

6th

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), Data Warehouse (3rd), BI (Business Intelligence) Tools (8th), Marketing Management (5th), Cloud Data Warehouse (3rd), Database Management Systems (DBMS) (3rd)

Mindshare comparison

As of January 2026, in the Relational Databases Tools category, the mindshare of MySQL is 6.1%, down from 8.1% compared to the previous year. The mindshare of Teradata is 4.0%, down from 5.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Relational Databases Tools Market Share Distribution
Product	Market Share (%)
MySQL	6.1%
Teradata	4.0%
Other	89.9%

Relational Databases Tools

Featured Reviews

Prabir Kumar Kundu

SR AVP–Presales Cloud & Platform Management Services at Path Infotech ltd

Offers robust security and availability with impressive replication capabilities

Regarding their documentation and interface, there is room for improvement. Documentation is definitely required when running multiple databases on a cluster system. The load balancer, MySQL LB, which is used to connect to the application, lacks clear documentation. When there are multiple application servers connecting to the MySQL cluster and going through the MySQL load balancer, the documentation is not user-friendly. It's there, but only technical persons with deep knowledge of the MySQL database can implement it. Most of the community users or ISVs who use MySQL don't have many technical persons or DBA experts, so they face some challenges for the high availability of connecting high available databases from high available applications. That documentation should be simplified.

Read full review

Delivers consistent performance and enables advanced analytics across complex data environments

Engineers at a consultancy with 11-50 employees

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

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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

Computer Software Company

12%

Financial Services Firm

10%

Manufacturing Company

Government

Financial Services Firm

23%

Manufacturing Company

Computer Software Company

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	74
Midsize Enterprise	32
Large Enterprise	62

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

Questions from the Community

Why are MySQL connections encrypted and what is the biggest benefit of this?

MySQL encrypts connections to protect your data and the biggest benefit from this is that nobody can corrupt it. If you move information over a network without encryption, you are endangering it, m...

Considering that there is a free version of MySQL, would you invest in one of the paid editions?

I may be considered a MySQL veteran since I have been using it since before Oracle bought it and created paid versions. So back in my day, it was all free, it was open-source and the best among sim...

What is one thing you would improve with MySQL?

One thing I would improve related to MySQL is not within the product itself, but with the guides to it. Before, when it was free, everyone was on their own, seeking tutorials and how-to videos onli...

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...

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...

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,...

Oracle Exadata vs Teradata

Comparisons

Firebird SQL vs MySQL

Compared 22% of the time

PostgreSQL vs MySQL

Compared 11% of the time

MariaDB vs MySQL

Compared 6% of the time

SQL Server vs MySQL

Compared 6% of the time

SQLite vs MySQL

Compared 3% of the time

More MySQL Competitors

Compared 7% of the time

Snowflake vs Teradata

Compared 6% of the time

SQL Server vs Teradata

Compared 5% of the time

Oracle Database vs Teradata

Compared 5% of the time

Databricks vs Teradata

Compared 3% of the time

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Product Reports

MySQL

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Download Teradata product report

Also Known As

No data available

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

Overview

MySQL is an open-source database known for its ease of use and high performance. It offers features like replication and clustering, making it ideal for diverse applications. Its cost-effectiveness and LAMP integration are key advantages for businesses.

MySQL supports a variety of languages and platforms, providing reliable, scalable data management. Its graphical interface and LAMP architecture integration enhance its usability, while community support further strengthens its appeal. Challenges include scalability issues with large databases, lack of advanced clustering, and limited high-availability features. Complex queries may affect performance, and integration can pose difficulties. The outdated interface and insufficient documentation are also concerns, along with replication and backup reliability issues.

What are MySQL's key features?

Open-source nature: Freely available and customizable.
Cross-platform compatibility: Supports multiple operating systems.
Scalability: Capable of handling large volumes of data.
Replication and clustering: Ensure data redundancy and load balancing.
Full-text search: Provides powerful search capabilities.
LAMP integration: Seamlessly integrates with Linux, Apache, and PHP.

What benefits should users consider?

Cost-effectiveness: Reduces expenses due to its open-source nature.
High performance: Efficiently processes large volumes of data.
Active community support: Access to a wide range of resources and expertise.
Versatile use cases: Suitable for varied applications including web development and IoT.

MySQL is widely implemented in industries such as web development, e-commerce, and finance. It's used for managing dynamic websites, powering e-commerce platforms, and supporting financial applications. Its compatibility with PHP and cost-effectiveness make it suitable for CMS platforms like WordPress. With cloud services integration, MySQL is a backend choice for scalable applications in various sectors.

Oracle

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.

Sample Customers

Facebook, Tumblr, Scholastic, MTV Networks, Wikipedia, Verizon Wireless, Sage Group, Glassfish Open Message Queue, and RightNow Technologies.

Netflix

MySQL vs. Teradata