Rubrik vs Teradata comparison

Rubrik and Teradata are both solutions in the Backup and Recovery category. Rubrik is ranked #3 with an average rating of 8.9, while Teradata is ranked #14 with an average rating of 8.2. Rubrik holds a 3.4% mindshare in BRS, compared to Teradata’s 0.8% mindshare. Additionally, 97% of Rubrik users are willing to recommend the solution, compared to 88% of Teradata users who would recommend it.

Rubrik

Read 96 Rubrik reviews

18,134 Views
13,056 Comparison Views

97% willing to recommend

Teradata

Read 83 Teradata reviews

15,963 Views
1,756 Comparison Views

88% willing to recommend

Rubrik

Teradata

Comparison Buyer's Guide

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Executive SummaryUpdated on Apr 5, 2026

Teradata and Rubrik compete in data management and backup solutions, respectively. Teradata has the advantage in large-scale analytics, while Rubrik excels in data protection and ease of use.

Features: Teradata offers comprehensive data warehousing capabilities such as massively parallel processing, real-time data loads, and workload management. Its performance and scalability make it suitable for complex environments. Rubrik focuses on data backup and recovery, providing instant recovery and real-time monitoring. Its deployment and reliability simplify data protection across environments.

Room for Improvement: Teradata could improve cloud offerings and integration capabilities, especially with unstructured data and AI. More training and better on-premises scalability would benefit users. Rubrik's pricing, enterprise integration, and global management capabilities require improvement. Enhancements in Oracle database compatibility and cloud storage options are also suggested.

Ease of Deployment and Customer Service: Teradata provides a robust framework for on-premises and cloud deployment but has a steep learning curve. Its customer service delivers prompt support. Rubrik's ease of deployment is praised, with strong technical support and a user-friendly interface ensuring rapid implementation.

Pricing and ROI: Teradata is a premium solution with high costs, offering good ROI through scalability and product integration. It might be restrictive for smaller businesses. Rubrik's high pricing is justified by operational efficiencies and reduced management overhead. Both provide substantial ROI: Teradata in analytics, Rubrik in data protection.

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

Buyer's Guide

Rubrik vs. Teradata

April 2026

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Helped 893,244 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

7.1

Rubrik enhances ROI with time savings, reduced costs, data protection, improved productivity, seamless backups, and compliance benefits.

Sentiment score

6.9

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

Rubrik provides long-term return on investment for my customers, as well as immediate benefits because of deduplication and compression, drastically reducing the cost on the storage side from traditional to Rubrik.

AmarpreetSingh

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

For more quotes and insights, download the Rubrik 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.

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

Customer Service

Sentiment score

8.3

Rubrik's support excels with quick responses, proactive issue resolution, and incorporates user feedback, surpassing other vendors in service.

Sentiment score

7.1

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

They offer 24/7 support and even have a dedicated ransomware hotline with a team ready to engage immediately.

Christopher Lindsay

Rubrik administrator at Freelance

Rubrik's support has been good, better than many other vendors like Microsoft, VMware, and Dell.

Gulzar Khan

IT Program Manager at a government with 1,001-5,000 employees

Rubrik provides excellent customer service and technical support.

HarishKumar6

Senior System Engineer at Goya Foods

For more quotes and insights, download the Rubrik report

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

Scalability Issues

Sentiment score

7.8

Rubrik offers scalable, high-performance data management with seamless integration and expansion, praised for adaptability and non-intrusive scaling.

Sentiment score

7.5

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

It can scale out horizontally as well as vertically, and the availability of expansion is very quick.

AmarpreetSingh

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

Azure Backup solution offers faster restoration for data over six terabytes compared to on-premises.

Kammara Bheemanna

Information Technology Specialist at LIGHTHOUSE DOCUMENT TECHNOLOGIES, INC

Rubrik is highly scalable, with a rating of nine out of ten based on its seamless integration.

Ibrahim Hasan

Sales Manager at Beta Information Technology

For more quotes and insights, download the Rubrik 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.

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

Stability Issues

Sentiment score

8.1

Rubrik is praised for stability and reliability, offering seamless integration and prompt support for minor 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.

Rubrik has been stable, and we have not experienced any downtime.

Gulzar Khan

IT Program Manager at a government with 1,001-5,000 employees

When you do the restore, it is also stable and quickly delivering what we have been looking for.

reviewer2588997

Senior Technical Support Engineer at a tech services company with 10,001+ employees

The prerequisite dependencies with the cost team site, infrastructure, port opening, and adding the complete Rubrik console module take time, depending on the volume of servers and storage occupancy.

Kammara Bheemanna

Information Technology Specialist at LIGHTHOUSE DOCUMENT TECHNOLOGIES, INC

For more quotes and insights, download the Rubrik 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.

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

Room For Improvement

Rubrik users suggest improvements in UI, integration, database compatibility, and pricing while praising their receptiveness to feedback.

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

We need more efficient search capabilities that allow searching by last name or login ID.

Gulzar Khan

IT Program Manager at a government with 1,001-5,000 employees

I need a better output from the existing reports as they currently do not provide comprehensive metrics.

HarishKumar6

Senior System Engineer at Goya Foods

Including packaged training with the product at the time of purchase would be beneficial.

Christopher Lindsay

Rubrik administrator at Freelance

For more quotes and insights, download the Rubrik report

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

Setup Cost

Rubrik's cost is justified by its simplicity, comprehensive features, and potential TCO savings through multi-year agreements.

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

Rubrik is considered expensive, with a price rating of three out of ten.

Ibrahim Hasan

Sales Manager at Beta Information Technology

We could mix and match to optimize costs for our needs.

Gulzar Khan

IT Program Manager at a government with 1,001-5,000 employees

Rubrik is expensive due to its robust hardware.

Christopher Lindsay

Rubrik administrator at Freelance

For more quotes and insights, download the Rubrik report

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

Valuable Features

Rubrik features instant recovery, a user-friendly interface, automation, and immutability, providing efficient, secure, and cost-effective backup management.

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

The most valuable feature of Rubrik is its concept of a 'backup airbag', which provides a robust defense against attacks.

Ibrahim Hasan

Sales Manager at Beta Information Technology

Since switching to Rubrik, our backup times have decreased significantly, going from two and a half days to one and a half hours for certain systems.

Gulzar Khan

IT Program Manager at a government with 1,001-5,000 employees

Even if my network is compromised by ransomware, the file system does not allow overwriting of the backups, ensuring that my backups remain safe.

Christopher Lindsay

Rubrik administrator at Freelance

For more quotes and insights, download the Rubrik report

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

Categories and Ranking

Rubrik

Ranking in Backup and Recovery

3rd

Average Rating

9.0

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Cloud Backup (3rd), Disaster Recovery (DR) Software (4th)

Teradata

Ranking in Backup and Recovery

14th

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Customer Experience Management (6th), Data Integration (12th), Relational Databases Tools (5th), Data Warehouse (3rd), BI (Business Intelligence) Tools (7th), Marketing Management (6th), Cloud Data Warehouse (2nd), Database Management Systems (DBMS) (4th)

Mindshare comparison

As of May 2026, in the Backup and Recovery category, the mindshare of Rubrik is 3.4%, down from 7.7% compared to the previous year. The mindshare of Teradata is 0.8%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Backup and Recovery Mindshare Distribution
Product	Mindshare (%)
Rubrik	3.4%
Teradata	0.8%
Other	95.8%

Backup and Recovery

Featured Reviews

Kammara Bheemanna

Information Technology Specialist at LIGHTHOUSE DOCUMENT TECHNOLOGIES, INC

Technical support has improved my data management process but I encounter GUI and cost challenges

The solution is available in the Azure Marketplace, but approaching directly is more cost-effective. The Marketplace approach incurs additional platform and reporting costs. We initially built Rubrik at host level and DB level. We encountered latency issues when reverting back, with numerous snapshots available. This resulted in increased costs and occupied spaces. I performed manual deletion of snapshots and verified with the Rubrik team for confirmation. The GUI reporting functionality lacks flexibility. For instance, obtaining specific server reports considering drive space and backup quantities is not possible, as it only provides overall reporting.

Read full review

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

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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%

Manufacturing Company

Computer Software Company

Government

Financial Services Firm

20%

Manufacturing Company

Comms Service Provider

Construction Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	23
Midsize Enterprise	21
Large Enterprise	55

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

Questions from the Community

Which would you choose - Rubrik or Veeam Backup & Replication?

Veeam Backup & Replication provides an easy-to-set-up solution to the issue of data storage and recovery. Setting it up is a relatively simple affair. For the most part it prompts you from scre...

See all answers

What do you like most about Rubrik?

It's easy to manage and has an innovated solution.

See all answers

What is your experience regarding pricing and costs for Rubrik?

Regarding pricing, Rubrik is a costly solution, and I would rate it an eight.

See all answers

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...

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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

Comparisons

Commvault Cloud vs Rubrik

Compared 11% of the time

Veeam Data Platform vs Rubrik

Compared 8% of the time

Cohesity DataProtect vs Rubrik

Compared 7% of the time

Azure Backup vs Rubrik

Compared 4% of the time

Dell PowerProtect Data Domain vs Rubrik

Compared 4% of the time

More Rubrik Competitors

Snowflake vs Teradata

Compared 4% of the time

Oracle Database vs Teradata

Compared 4% of the time

SQL Server vs Teradata

Compared 3% of the time

Oracle Exadata vs Teradata

Compared 3% of the time

MySQL vs Teradata

Compared 3% of the time

More Teradata Competitors

Product Reports

Buyer's Guide

Rubrik

April 2026

Download Rubrik product report

Buyer's Guide

Teradata

April 2026

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

Rubrik offers instant recovery and intuitive web interface for seamless data backup in cloud and on-premises environments. It prioritizes security with features like ransomware detection and immutable backups, supporting platforms such as VMware and Oracle for effective disaster recovery.

Rubrik is recognized for its automation capabilities, facilitating SLA management and policy integration. Its API-centric architecture allows for extensive customization and seamless integration. Robust security measures, including ransomware protection, enhance data integrity. Organizations benefit from features like Live Mount and CloudOut, which support rapid data recovery across various environments. Despite its strengths, improvements in integration for complex systems, advanced reporting, and pricing competitiveness are necessary.

What are Rubrik's key features?

Instant Recovery: Restores virtual machines and databases in seconds.
Intuitive Interface: Streamlines user interaction for ease of use.
Automation: Enables seamless SLA management and policy integration.
API-Centric Design: Facilitates customization and integration.
Robust Security: Offers ransomware detection and immutable backups.
Archival Functionality: Manages data storage efficiently, optimizing costs.

What benefits should you look for in reviews?

Data Protection: Confidence in data integrity and ransomware security.
Cost Optimization: Efficient data storage management reduces expenses.
Rapid Recovery: Swift restoration capabilities minimize downtime.
Regulatory Compliance: Supports adherence to data protection standards.

In industries like finance and healthcare, Rubrik's implementation ensures critical data is safeguarded against threats while enabling rapid backups and recovery. By supporting platforms like VMware and Microsoft, it aids in sustaining operational continuity, meeting compliance requirements, and managing long-term data storage efficiently.

Rubrik

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

Sample Customers

Driscoll's, Red Hawk Casino, Davies Ward Phillips & Vineberg LLP, Wabash National, Chateau Ste. Michelle Wine Estates, Galliker Transport & Logistics

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Buyer's Guide

Rubrik vs. Teradata

April 2026

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