Oracle Database Cloud Service vs Teradata comparison

Oracle Database Cloud Service

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Executive SummaryUpdated on Jan 4, 2026

Teradata and Oracle Database Cloud Service compete in the data warehousing and cloud database category. Oracle Database Cloud Service seems to have an upper hand in flexibility and integration with existing Oracle products, whereas Teradata excels in parallel processing and handling large data volumes.

Features: Teradata offers advanced capabilities for handling large data volumes, high-speed parallel processing, and robust data analytics. Its scalability and intelligent workload management make it suitable for extensive data warehousing needs. Oracle Database Cloud Service provides flexibility and cloud capabilities, reliability, and performance integration with existing Oracle suites, making it ideal for enterprises invested in Oracle's ecosystem.

Room for Improvement: Teradata could enhance cloud adoption, reduce pricing, and improve support and training resources. Its current infrastructure may face challenges as data scales and may encounter integration issues with emerging technologies. Oracle Database Cloud Service could improve customer relationships, feature updates for cross-region replication, and offer more competitive pricing.

Ease of Deployment and Customer Service: Teradata offers diverse deployment options from on-premises to hybrid and public cloud but often requires high expertise and can be challenging to implement. Its customer service is professional and thorough. Oracle Database Cloud Service focuses on cloud deployments and is praised for smoother migration processes and comprehensive cloud functionality, though some clients seek more engagement for partnership and service adjustments.

Pricing and ROI: Teradata is perceived as expensive but provides strong ROI through its robust data handling and analytics capabilities. Though the initial cost is high, the efficient use of resources reduces downtime. Oracle Database Cloud Service offers competitive pricing but has seen increased costs in recent years. It provides a flexible pricing structure for scalability, with users viewing the investment as worthwhile for capability and support. Both require careful cost-benefit analyses to align with budgetary constraints.

To learn more, read our detailed Oracle Database Cloud Service vs. Teradata Report (Updated: December 2025).

Oracle Database Cloud Service vs. Teradata

December 2025

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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:

Categories and Ranking

Oracle Database Cloud Service

Ranking in Relational Databases Tools

13th

Average Rating

8.4

Reviews Sentiment

5.9

Number of Reviews

Ranking in other categories

No ranking in other categories

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 Oracle Database Cloud Service is 1.3%, up from 0.4% 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 (%)
Teradata	4.0%
Oracle Database Cloud Service	1.3%
Other	94.7%

Relational Databases Tools

Featured Reviews

BILELBALI

Senior Consultant at NewAge Consulting

Has improved data security and automation while supporting large-scale storage and migration

I do not use the Global Reach feature. Regarding metrics and performance, I don’t recall the exact performance metrics, but we use ETL processes to monitor and manage migration performance and data quality. Oracle Database Cloud Service is strong for data management and storage, as well as for its security features and automation of data dumps and archiving. Overall, Oracle Database Cloud Service is a solid product. It’s well-suited for financial platforms. Oracle provides both its on-premises and cloud-based suites, and the company continues to evolve, offering more components for data storage, data management, and integration with other tools and SaaS solutions. I plan to continue using Oracle Database Cloud Service, particularly for managing SaaS tools in financial contexts.

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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.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The self-maintenance features, auto maintenance, cleanup, and backup are the most valuable aspects of Oracle Database Cloud Service."

"I recommend Oracle Database Cloud Service as a good technology with excellent support and documentation."

"It is a very stable program."

"The most valuable features of Oracle Database Cloud Service are its scalability, advanced technology, cost-effectiveness, and the flexibility it provides with licensing."

"Data storage is the most valuable feature of Oracle Database Cloud Service."

"Security is the most valuable feature provided by the product."

"I am impressed with the product's partitioning and advanced data card."

"Oracle DCS's most valuable features are its high availability and scalability."

More Oracle Database Cloud Service pros

"The feature that we find most valuable is its ability to perform Massive Parallel Processing."

"The data processing, clustering, and distributed computing are impressive."

"Teradata can be easily used in ETL mode transformations, so there is no need for expensive and inconvenient ETL tools"

"Improved performance of ETL procedures, reporting."

"Teradata's MPP feature allowed the team to handle huge data sets on the scale of petabytes and perform analytics on those in near real-time when users queried for that data."

"The functionality of the solution is excellent."

"It is quick, secure, and has less hassles because we don't have to involve our networking team, infrastructure, etc. It is very easy to deploy and make market ready."

"I found all parts --loading, transformation, processing & querying work in parallel, and end-to-end-- to be valuable."

More Teradata pros

Cons

"It would be nice to have a data dictionary reporting feature in the solution."

"Oracle Database Cloud Service is a good engine and at the moment, there isn't any new feature I can think of that I'd like added to the service. The only problem I see in Oracle Database Cloud Service is it's more commercial, so it has a relation to how it deals with customers. I don't feel secure in a deal with Oracle because that team changes the conditions each year, and there's no representative from the team that talks to my company about new needs. Oracle needs to improve its relationship with customers and partners in general."

"In my opinion, the price of Oracle Database Cloud Service should be more affordable. Additionally, the interface of the application could be more user-friendly."

"Oracle Database Cloud Service could improve by adding some cross-region replication features."

"The initial setup is a bit complex for the beginner, so you need a little technical experience to install it."

"Oracle Cloud is very strong in the database, but it is not as comprehensive as AWS or Azure."

"We encountered connection failures for some of our sites."

"The implementation process could be easier for customers."

More Oracle Database Cloud Service cons

"I think the UI is not there yet. It could be improved by being more user-friendly."

"Data synchronization to the DR site."

"They should add more connectors to different platforms."

"From my perspective, it would be good if they gave better ITIN/R plugins to use the data for AI modeling, or data science modeling. We can do it now; however, it could be more elegant in terms of interfacing."

"The tool's flexibility and capacity for expansion are areas of concern where improvements are required."

"One challenge I have faced regarding the main use case is the integration with AI, as Teradata does not have the AI models that other OLAP systems such as BigQuery provide, making it difficult for us to give proper recommendations without using different tools for AI integration."

"I would like to see more integration with many different types of data."

"Teradata's UI could be more user-friendly."

More Teradata cons

Pricing and Cost Advice

"The tool is not cheap."

"Pricing for Oracle Database Cloud Service could be more competitive. Lately, pricing for it has been increasing, so my company may have to review different options to find a solution with competitive pricing. From what I know, there's no additional cost apart from the standard licensing fees for Oracle Database Cloud Service."

"The product has reasonable pricing. I rate its pricing a nine out of ten."

"Every year we are increasing the price of the solution. There is hardware licensing available. We pay approximately $20,000 monthly to use the solution."

"I think the program is rather expensive, so I would like to see it becoming more affordable."

"Price is always higher for all Oracle products."

"The initial cost may seem high, but the TCO is low."

"I am using the free version of Teradata."

"The cost of running Teradata is quite high, but you get a good return on investment."

"The price needs to be more competitive as Hadoop, Redshift, Snowflake, etc are constantly making way into EDW space."

"Teradata is expensive, so it's typically marketed to big customers. However, there have been some changes, and Teradata is now offering more flexible pricing models and equipment leasing. They've added pay-as-you-go and cloud models, so it's changing, but Teradata is generally known as an expensive high-end product."

"Price is quite high, so if it is really possible to use other solutions (e.g. you do not have strict requirements for performance and huge data volumes), it might be better to look at alternatives from the RDBMS world."

"The price of Teradata could be less expensive."

"We are looking for a more flexible cost model for the next version that we use, whether it be cloud or on-premise."

More Teradata pricing and cost advice

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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…

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Top Industries

By visitors reading reviews

Financial Services Firm

12%

Non Profit

12%

Retailer

10%

Computer Software Company

10%

Financial Services Firm

24%

Manufacturing Company

Computer Software Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	4
Midsize Enterprise	2
Large Enterprise	7

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

Questions from the Community

What needs improvement with Oracle Database Cloud Service?

Oracle Database Cloud Service could improve by adding a native iPaaS (integration platform as a service). While machine learning integration is available with Informatica, it’s not yet built into O...

What is your primary use case for Oracle Database Cloud Service?

I worked with Oracle Database on-premises as a developer for seven years at Sopra Banking. Later, I used Oracle Database Cloud Service together with Informatica for application and data integration...

What advice do you have for others considering Oracle Database Cloud Service?

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,...

Amazon Aurora vs Oracle Database Cloud Service

Comparisons

Compared 37% of the time

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Compared 22% of the time

Kinetica vs Oracle Database Cloud Service

Compared 19% of the time

MySQL vs Oracle Database Cloud Service

Compared 12% of the time

Oracle Java DB vs Oracle Database Cloud Service

Compared 9% of the time

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Oracle Exadata vs Teradata

Compared 7% of the time

Snowflake vs Teradata

Compared 7% 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

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Product Reports

Relational Databases Tools

January 2026

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January 2026

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

Oracle Database Exadata Cloud Service (Exadata Service) delivers the world's best Cloud Database Platform by combining the world's #1 database with Exadata, the most powerful database platform, and adding all the simplicity and cost effectiveness of the public cloud.

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

Kagool, iPoint-Systems

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