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IBM Watson Customer Experience Analytics vs Teradata comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 4, 2026

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

IBM Watson Customer Experie...
Ranking in Customer Experience Management
14th
Average Rating
10.0
Reviews Sentiment
8.1
Number of Reviews
1
Ranking in other categories
Customer Data Analysis (2nd), Web Analytics (23rd)
Teradata
Ranking in Customer Experience Management
6th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
83
Ranking in other categories
Backup and Recovery (15th), Data Integration (15th), Relational Databases Tools (6th), 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 Customer Experience Management category, the mindshare of IBM Watson Customer Experience Analytics is 1.9%, up from 1.5% compared to the previous year. The mindshare of Teradata is 1.8%, down from 4.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Customer Experience Management Market Share Distribution
ProductMarket Share (%)
Teradata1.8%
IBM Watson Customer Experience Analytics1.9%
Other96.3%
Customer Experience Management
 

Featured Reviews

MC
Techincal Pre-sales Specialist - Collaboration & Customer Engagement Solutions at GBM
Great granular DOM level with excellent analytics and reporting
There are three valuable areas: One of them is the granular DOM level where it captures behaviors on the application. Another is the analytics, because you don't need to provide it with a rule to identify the issues, it will analyze the usage of all the customers accessing that site and see if there are any abnormalities and it will identify unexpected changes in the pattern and that there is something wrong that needs to be checked out. That is extremely useful. Finally, the ability to create meaningful reports and dashboards to tell stories. The reports enable you to re-target customers if they've had any problems.
David Durand Velásquez - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"The ability to create meaningful reports and dashboards to tell stories."
"Teradata features high productivity and reliability because it has several redundancy options, so the system is always up and running."
"Teradata is a great, industry-leading data warehousing product that has MPP architecture."
"Teradata can be easily used in ETL mode transformations, so there is no need for expensive and inconvenient ETL tools"
"It handles large amounts of information with a linear performance increase, in relation to a HW investment."
"The best features Teradata offers, in my experience, include fast performance during multi-parallel processing, very good scalability, support for linear scalability, and its suitability for handling large volumes of data; additionally, 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."
"It's stable and reliable."
"It's very, very fast"
"​We really enjoy the FastLoad, TPump, and MultiLoad features.​"
 

Cons

"The technical side requires development skills during implementation. This could be simplified."
"The cost of Teradata Cloud Data Warehouse has room for improvement."
"I would not say it was very performance efficient, but it was definitely good."
"Teradata could improve by being less complicated. There are some aspects that are not available on the Unix server and a Unix system is required to access some data, such as in case of an emergency."
"The SQL Assistant is very basic. This tool can be improved for usability."
"Stability-wise, we have had some issues with automation and the ability to handle large datasets."
"When backups are performed, it locks the database, preventing user access, which is a concern."
"It could use some more advanced analytics relating to structured and semi-structured data."
"There is some improvement required on OLTP level and some analytical function is missing."
 

Pricing and Cost Advice

Information not available
"The price of Teradata is expensive. However, what they deliver they are outstanding. If you're looking for an inexpensive solution to run a database, this isn't your tool. It's the Ferrari of databases for data warehousing."
"It comes at a notably high cost for what it offers."
"In the past, it turned out that other solutions, in order to provide the full range of abilities that the Teradata platform provides plus the migration costs, would end up costing more than Teradata does."
"The price needs to be more competitive as Hadoop, Redshift, Snowflake, etc are constantly making way into EDW space."
"I rate the product price a nine on a scale of one to ten, where one is cheap and ten is expensive."
"The cost of running Teradata is quite high, but you get a good return on investment."
"The cost is substantial, totaling around $1.2 million, solely dedicated to upgrading the hardware."
"Teradata used to be expensive, but they have been lowering their prices."
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Comparison Review

it_user232068 - PeerSpot reviewer
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…
 

Top Industries

By visitors reading reviews
No data available
Financial Services Firm
24%
Manufacturing Company
8%
Computer Software Company
7%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business28
Midsize Enterprise13
Large Enterprise52
 

Questions from the Community

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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,...
 

Also Known As

IBM Coremetrics Digital Marketing Optimization aSuite, IBM Tealeaf, IBM Coremetrics Web Analytics
IntelliFlex, Aster Data Map Reduce, , QueryGrid, Customer Interaction Manager, Digital Marketing Center, Data Mover, Data Stream Architecture, Teradata Vantage Enterprise (DIY)
 

Overview

 

Sample Customers

IMM, Whogohost Ltd., Stonyfield, Grupo WTW, Big Scary Cranium, Brockenhurst College, SiteMinis, RCI Banque Espana
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