CockroachDB vs Teradata comparison

Read 83 Teradata reviews

26,021 Views
4,684 Comparison Views

88% willing to recommend

CockroachDB

Comparison Buyer's Guide

Download the report

Executive SummaryUpdated on Apr 5, 2026

Teradata and CockroachDB are both competing in the database solutions market. Teradata appears to have the upper hand in traditional BI environments due to its high-speed querying and automation capabilities, whereas CockroachDB is favored for modern applications with its distributed model and fault tolerance.

Features: Teradata is well-known for its massively parallel processing architecture, real-time analytics, and suitability for large data tasks. CockroachDB, on the other hand, offers high availability, integration with cloud services, and compatibility with PostgreSQL, providing vital flexibility for geographically diverse applications.

Room for Improvement: Teradata could improve its cloud integration, increase scalability, and handle unstructured data more efficiently. CockroachDB may focus on enhancing its PostgreSQL compatibility, refining partitioning processes, and developing advanced disaster recovery features.

Ease of Deployment and Customer Service: Teradata offers both on-premises and cloud deployment, with its technical support being expert yet sometimes slow. CockroachDB provides ease of use with its cloud-focused, distributed deployment capabilities, though its support services could expand.

Pricing and ROI: Teradata is known for its high pricing, aimed at large enterprises, yet delivers reliable ROI. CockroachDB presents a more accessible pricing model that appeals to cost-conscious enterprises, offering flexibility and adaptability to cloud environments while providing a substantial ROI.

To learn more, read our detailed CockroachDB vs. Teradata Report (Updated: October 2026).

CockroachDB vs. Teradata

Download the complete report

Helped 920,574 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

6.7

CockroachDB's serverless model provides cost-effective, versatile cloud solutions, offering significant savings and operational advantages over separate environments.

Sentiment score

6.9

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

No quotes available

For more quotes and insights, download the CockroachDB 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

6.0

CockroachDB customer service is mixed; technical support quality varies, with users praising the AI chatbot, but responsiveness needs improvement.

Sentiment score

7.1

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

The issue was resolved efficiently.

For more quotes and insights, download the CockroachDB report

Manager, Software Engineering at a tech vendor with 10,001+ employees

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.

For more quotes and insights, download the Teradata report

Engineers at a consultancy with 11-50 employees

Teradata's customer support was excellent.

Sanooj Mananot

CEo at CloudPositive

Scalability Issues

Sentiment score

7.0

CockroachDB excels in scalability and resource management, praised for seamless scaling from small to large, supporting diverse needs efficiently.

Sentiment score

7.5

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

No quotes available

For more quotes and insights, download the CockroachDB 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.

Engineers at a consultancy with 11-50 employees

The scalability of Teradata is flawless.

For more quotes and insights, download the Teradata report

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

Stability Issues

Sentiment score

6.6

CockroachDB is stable overall, highly rated for reliability but faces challenges with protocol issues and large, complex workloads.

Sentiment score

8.3

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

No quotes available

For more quotes and insights, download the CockroachDB report

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

Teradata is stable.

For more quotes and insights, download the Teradata report

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

Room For Improvement

CockroachDB requires improvements in documentation, compatibility, UI features, disaster recovery, latency optimization, integration, and cost efficiency for global deployment.

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

For multi-region deployment, CockroachDB requires at least three plus replicas across data centers to achieve strong consistency across regions, which increases infrastructure costs including compute, storage, and networking.

For more quotes and insights, download the CockroachDB report

Manager, Software Engineering at a tech vendor with 10,001+ employees

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.

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

If the same thing were available in a web interface, that would be really helpful.

Shugoyal Shugoyal

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

Setup Cost

Enterprise users find CockroachDB affordable and reliable, with flexible pricing options appealing despite some perceiving high costs.

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

No quotes available

For more quotes and insights, download the CockroachDB report

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.

Engineers at a consultancy with 11-50 employees

We spent roughly $295,000 on setup costs.

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

I found Teradata to be somewhat costlier when considering other options.

For more quotes and insights, download the Teradata report

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

Valuable Features

CockroachDB provides easy setup, fault tolerance, scalability, and security, while supporting PostgreSQL compatibility for optimal performance across regions.

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

CockroachDB's geo-distribution feature is superior to traditional databases.

For more quotes and insights, download the CockroachDB report

Manager, Software Engineering 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.

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.

For more quotes and insights, download the Teradata report

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

Categories and Ranking

CockroachDB

Ranking in Relational Databases Tools

16th

Ranking in Database Management Systems (DBMS)

13th

Average Rating

8.0

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Vector Databases (19th)

Teradata

Ranking in Relational Databases Tools

7th

Ranking in Database Management Systems (DBMS)

8th

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Customer Experience Management (9th), Backup and Recovery (23rd), Data Integration (23rd), Data Warehouse (3rd), BI (Business Intelligence) Tools (15th), Marketing Management (6th), Cloud Data Warehouse (5th)

Mindshare comparison

As of November 2026, in the Relational Databases Tools category, the mindshare of CockroachDB is 3.3%, down from 4.0% compared to the previous year. The mindshare of Teradata is 4.0%, down from 4.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Relational Databases Tools Mindshare Distribution
Product	Mindshare (%)
Teradata	4.0%
CockroachDB	3.3%
Other	92.7%

Relational Databases Tools

Featured Reviews

Provides developer-friendly environment with robust security and cost-efficiency

Manager, Software Engineering at a tech vendor with 10,001+ employees

The platform should provide a UI feature where users have the ability to manage it. The CockroachDB platform should have a chatbot where users can inquire about pricing or seek solutions for queries, rather than relying on email support. The current UI only provides SQL playground, which is technical. There should be a UI playground where users with limited technical knowledge can run and update queries, similar to phpMyAdmin or Adminer. Latency optimization could be improved for globally distributed applications, particularly in query routing. For multi-region deployment, CockroachDB requires at least three plus replicas across data centers to achieve strong consistency across regions, which increases infrastructure costs including compute, storage, and networking. The disadvantages include cost-efficiency with multi-region deployment and schema migration speed, which should be faster compared to other drivers. The query optimizer should handle complex queries better through the UI interface.

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

See which vendors are best for you

Use our free recommendation engine to learn which Relational Databases Tools solutions are best for your needs.

See recommendations

920,574 professionals have used our research since 2012.

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

16%

Outsourcing Company

10%

Educational Organization

10%

University

Financial Services Firm

16%

Outsourcing Company

10%

Manufacturing Company

Construction Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	1
Large Enterprise	5

By reviewers
Company Size	Count
Small Business	28
Midsize Enterprise	13
Large Enterprise	53

Questions from the Community

What needs improvement with CockroachDB?

What is your primary use case for CockroachDB?

We have been using CockroachDB for the last two years. From 2023, we started working on a product similar to Google Capture. We decided to work with CockroachDB with Hasura. Hasura is a UI for the ...

What advice do you have for others considering CockroachDB?

The tech support deserves a rating of nine out of ten. My overall rating for CockroachDB is 8 out of 10.

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 Database vs CockroachDB

Comparisons

Compared 11% of the time

MySQL vs CockroachDB

Compared 6% of the time

YugabyteDB vs CockroachDB

Compared 6% of the time

SQL Server vs CockroachDB

Compared 6% of the time

Citus Data vs CockroachDB

Compared 5% of the time

More CockroachDB Competitors

Oracle Database vs Teradata

Compared 3% of the time

Snowflake vs Teradata

Compared 3% of the time

SQL Server vs Teradata

Compared 3% of the time

Oracle Exadata vs Teradata

Compared 2% of the time

Databricks vs Teradata

Compared 2% of the time

More Teradata Competitors

Product Reports

CockroachDB

Download CockroachDB product report

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

CockroachDB is a high-performance, cloud-native database offering fault-tolerance, geo-partitioning, and PostgreSQL compatibility, ensuring distributed transactions with robust security for global applications.

CockroachDB offers advanced features like geo-replication and ensures data residency through its distributed architecture. This minimizes application modifications by supporting the PostgreSQL wire protocol while providing enhanced fault-tolerance. High availability is maintained through automatic node syncing and workload distribution. Security is prioritized with SSL certificates and role-based access control, facilitating ease of use and observability through an intuitive interface. Despite its capabilities, areas like documentation, disaster recovery, and high availability are improving, with an emphasis on enhanced protocol support and serverless offerings.

What are CockroachDB's key features?

Geo-Partitioning: Supports data residency and speeds up processing through regional distribution.
PostgreSQL Compatibility: Minimizes app modifications with wire protocol support.
Distributed Architecture: Offers automatic rebalancing, node syncing, and workload distribution.
Security Features: Includes SSL certificates and role-based access control.
ACID Transactions: Ensures transactional integrity across distributed systems.

What benefits should users expect?

Scalability: Facilitates cloud-native scaling, simplifying operations.
Data Residency: Offers compliance with regional data laws through geo-replication.
Cost Efficiency: Reduces complexity, enhancing resource allocation.
High Availability: Supports real-time processing for high-velocity applications.
Compatibility: Ensures smooth integration with existing PostgreSQL setups.

CockroachDB finds application across industries such as fintech and media, where distributed transactions and high availability are critical. It's ideal for platforms requiring real-time data processing, like credit scoring and music streaming, thanks to its scalability, resilience, and top-tier security.

Cockroach Labs

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

Baidu, Kindred, Tierion, Heroic Labs, Gorgias

Netflix

CockroachDB vs. Teradata