Teradata vs WhereScape RED comparison

Teradata and WhereScape are both solutions in the Data Integration category. Teradata is ranked #17 with an average rating of 7.3, while WhereScape is ranked #46. Teradata holds a 0.8% mindshare in DI, compared to WhereScape’s 1.0% mindshare. Additionally, 87% of Teradata users are willing to recommend the solution, compared to 95% of WhereScape users who would recommend it.

Teradata

Read 77 Teradata reviews

10,160 Views
914 Comparison Views

87% willing to recommend

WhereScape RED

Read 15 WhereScape RED reviews

1,490 Views
1,177 Comparison Views

95% willing to recommend

Teradata

WhereScape RED

Comparison Buyer's Guide

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Executive SummaryUpdated on Sep 30, 2025

WhereScape RED and Teradata both compete in the data warehousing sector. WhereScape RED appears to have the upper hand with its focus on automation and agile development, while Teradata's strength lies in handling large data volumes with impressive scalability and performance.

Features: WhereScape RED focuses on automation, data lineage, and comprehensive documentation which greatly facilitate agile development. Its metadata-driven approach allows efficient handling of data warehousing tasks, supporting various methodologies, including Data Vault. Teradata is known for its parallel processing capabilities, scalability, and performance, efficiently managing large data volumes with fast query execution. Its robust architecture supports efficient workload management and provides a versatile solution for high-demand environments.

Room for Improvement: WhereScape RED could improve performance, storage utilization, and scheduler reliability. Enhancements in change data capture, transformational procedures, intuitive UI, and orchestration features are also needed. Teradata needs improvements in pricing, cloud adoption, and user-friendly on-premises setups. Better support for unstructured data, high transaction performance, and more competitive cost structures would be beneficial. Increasing cloud compatibility and advanced analytical capabilities could also be improved.

Ease of Deployment and Customer Service: WhereScape RED supports on-premises and hybrid cloud deployment with excellent customer service, offering prompt and knowledgeable support. Teradata, while also supporting various deployment environments, has varied customer service experiences. Technical support is generally positive, yet post-purchase assistance might be lacking for some users, showcasing a more variable customer service compared to WhereScape's personal support approach.

Pricing and ROI: WhereScape RED offers competitive pricing with a straightforward licensing model, delivering high ROI through cost-effective automation and avoiding vendor lock-in. It provides substantial savings over traditional ETL tools. Teradata, although priced higher, offers good value through advanced capabilities, appealing more to larger companies. A more transparent cost-benefit comparison is needed due to its high initial costs and licensing expenses.

To learn more, read our detailed Teradata vs. WhereScape RED Report (Updated: September 2025).

Buyer's Guide

Teradata vs. WhereScape RED

September 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:

ROI

Sentiment score

8.1

Teradata improved speed, efficiency, and customer satisfaction, achieving significant ROI, enhanced analytics, and reduced staffing needs for users.

Sentiment score

7.0

WhereScape RED offers varied returns, with some users experiencing quick ROI, efficient development, and substantial gains.

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

No quotes available

For more quotes and insights, download the WhereScape RED report

Customer Service

Sentiment score

7.1

Teradata support is highly rated for professionalism and resources, though some users note slow response times and technical support challenges.

Sentiment score

8.3

Customer service is often excellent and prompt, although some feel support wanes post-purchase and seems money-driven.

The customer support for Teradata has been great.

Kirk Robinson

Interim and Fractional CIO and CTO 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

The technical support from Teradata is quite advanced.

RajeshKumar25

Principal Consultant & Director at Quensulting

For more quotes and insights, download the Teradata report

No quotes available

For more quotes and insights, download the WhereScape RED report

Scalability Issues

Sentiment score

7.4

Teradata offers exceptional scalability and speed, though some users face challenges with hardware requirements and scaling involvement.

Sentiment score

6.6

WhereScape RED efficiently scales with large data, improves ETL processing, and enhances speeds using ELT and SQL features.

This expansion can occur without incurring downtime or taking systems offline.

RajeshKumar25

Principal Consultant & Director at Quensulting

Teradata's scalability is great; it's been awesome.

Kirk Robinson

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

Scalability is complex as you need to purchase a license and coordinate with Teradata for additional disk space and CPU.

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

No quotes available

For more quotes and insights, download the WhereScape RED report

Stability Issues

Sentiment score

8.3

Teradata is stable and reliable, with excellent uptime, minimal downtime, and seamless upgrades, though large dataset issues occur.

Sentiment score

6.6

WhereScape RED's stability varies; it's praised for maturity and speed, yet some report resource and debugging challenges.

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

No quotes available

For more quotes and insights, download the WhereScape RED report

Room For Improvement

Teradata requires cost-effective improvements in cloud integration, scalability, UI, data processing, analytics, compatibility, support, and pricing.

WhereScape RED suffers from scalability issues, lacking performance efficiency, enhanced documentation, better GUI, and improved support for multi-database environments.

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

If Teradata could provide a list of certified experts, that would be fantastic.

Kirk Robinson

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

For more quotes and insights, download the Teradata report

No quotes available

For more quotes and insights, download the WhereScape RED report

Setup Cost

Teradata offers advanced features and cloud flexibility, though enterprises need careful cost-benefit analysis for its premium pricing.

WhereScape RED's flexible developer-based licensing and native SQL code provide cost-effective, vendor-independent data warehousing solutions with quick ROI potential.

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

We spent roughly $295,000 on setup costs.

Kirk Robinson

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

For more quotes and insights, download the Teradata report

No quotes available

For more quotes and insights, download the WhereScape RED report

Valuable Features

Teradata excels in fast query processing, scalability, robust security, and cross-platform integration, enhancing performance and reducing administrative effort.

WhereScape RED streamlines data warehousing with automation, agile support, user-friendly interface, and compatibility with leading methodologies.

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

The data mover is valuable over the last two years as it allows us to achieve data replication to our disaster recovery systems.

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

No quotes available

For more quotes and insights, download the WhereScape RED report

Categories and Ranking

Teradata

Ranking in Data Integration

17th

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Customer Experience Management (6th), Backup and Recovery (21st), Relational Databases Tools (8th), Data Warehouse (3rd), BI (Business Intelligence) Tools (13th), Marketing Management (5th), Cloud Data Warehouse (4th)

WhereScape RED

Ranking in Data Integration

46th

Average Rating

8.2

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of October 2025, in the Data Integration category, the mindshare of Teradata is 0.8%, up from 0.6% compared to the previous year. The mindshare of WhereScape RED is 1.0%, up from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration Market Share Distribution
Product	Market Share (%)
Teradata	0.8%
WhereScape RED	1.0%
Other	98.2%

Data Integration

Featured Reviews

Kirk Robinson

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

Has improved data quality, optimized reporting processes, and enabled predictive insights across business units

The limitation we encountered was related to speed, prompting us to increase our AWS cloud thresholds and benchmarks on the servers, adding more throughput. We have been testing that, but speed remains one of our key issues. The integration has been awesome because of the platforms and their usage, and usability is great. The most challenging aspect is finding Teradata resources, so we are focusing on internal training and looking for more Teradata experts. If Teradata could provide a list of certified experts, that would be fantastic. I rated Teradata a nine because the main area for improvement is the bandwidth of resources that could assist us in applying to our projects, specifically more certified and expert resources. The market share of Teradata professionals is limited, creating an issue for us.

Read full review

reviewer1618884

BI Analyst DW Architect at a mining and metals company with 10,001+ employees

Quick to set up, flexible, and stable

The scheduling part I don't like due to the fact that it allows you to schedule as a parent and child and other things, however, the error trackability has to be a little more user-friendly. It's also not user-friendly in the sense that it loads all the jobs and there are not enough filters so that it doesn't need to load everything. If the job fails, you don't get any type of alert or email. It would be ideal if there was some sort of automated alert message. Technical support isn't the best. It would be ideal if we understood how to do it in a card exception regarding exclusion, where the card is captured separately rather than filling the whole process on the data inbound side. Certain workloads like this are organized in such a way where you seem to be doubling the work as opposed to streamlining the process.

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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

Financial Services Firm

25%

Computer Software Company

Manufacturing Company

Healthcare Company

Financial Services Firm

11%

Healthcare Company

10%

Insurance Company

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	26
Midsize Enterprise	12
Large Enterprise	49

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	4
Large Enterprise	11

Questions from the Community

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...

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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,...

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Comparisons

Oracle Exadata vs Teradata

Compared 11% of the time

IBM Db2 Database vs Teradata

Compared 7% of the time

Snowflake vs Teradata

Compared 7% of the time

SQL Server vs Teradata

Compared 7% of the time

OpenText Analytics Database (Vertica) vs Teradata

Compared 6% of the time

More Teradata Competitors

dbt vs WhereScape RED

Compared 14% of the time

SSIS vs WhereScape RED

Compared 13% of the time

Informatica PowerCenter vs WhereScape RED

Compared 12% of the time

erwin Data Catalog vs WhereScape RED

Compared 12% of the time

Azure Data Factory vs WhereScape RED

Compared 9% of the time

More WhereScape RED Competitors

Product Reports

Buyer's Guide

Teradata

September 2025

Download Teradata product report

Buyer's Guide

WhereScape RED

September 2025

Download WhereScape RED product report

Also Known As

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

No data available

Overview

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

WhereScape is data warehouse software that automates the Data Warehouse lifecycle. From implementation to maintenance, WhereScape will ensure your data warehouse projects are completed up to 5x faster than manual coding.

WhereScape

Sample Customers

Netflix

British American Tobacco, Cornell University, Allianz Benelux, Finnair, Solarwinds and many more.

Buyer's Guide

Teradata vs. WhereScape RED

September 2025

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