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Teradata vs Tungsten Insight comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Apr 5, 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

Teradata
Ranking in BI (Business Intelligence) Tools
9th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
83
Ranking in other categories
Customer Experience Management (5th), Backup and Recovery (10th), Data Integration (14th), Relational Databases Tools (5th), Data Warehouse (2nd), Marketing Management (4th), Cloud Data Warehouse (2nd), Database Management Systems (DBMS) (5th)
Tungsten Insight
Ranking in BI (Business Intelligence) Tools
40th
Average Rating
7.6
Reviews Sentiment
7.2
Number of Reviews
3
Ranking in other categories
Process Mining (13th)
 

Mindshare comparison

As of September 2026, in the BI (Business Intelligence) Tools category, the mindshare of Teradata is 1.3%, up from 1.0% compared to the previous year. The mindshare of Tungsten Insight is 0.6%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Teradata1.3%
Tungsten Insight0.6%
Other98.1%
BI (Business Intelligence) Tools
 

Featured Reviews

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.
reviewer2005506 - PeerSpot reviewer
Major Account Manager at a computer software company with 51-200 employees
Great reporting and customizations with good reliability
A lot of the improvement is not so much the product as it is how it's deployed; it's about mapping against what you need to improve your processes, whether it's the Kofax kind of shows in the IDP. You've got process orchestration, extraction and robotic process automation, process orchestration, and then mobile. Tracking what you need out of those, either all five together or one of those separated out, is usually what's more critical. They do add capabilities to the tool. However, from our perspective as a consulting organization, the real key is whether you are getting the data you need to improve your process or if your reporting is not providing you with the desired information you need to improve your processes. If there's any negative, it's just the different names, the branding names that the product's gone through. It's confusing.

Quotes from Members

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

Pros

"The functionality of the solution is excellent."
"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."
"The cloud is ten times better than physical hardware; it is more cost-effective and the upgrade process is ten times easier."
"The performance is great, we are able to query our data in one operation."
"​Parallel processing features have helped to easily dump any size of data and retrieve data with great performance."
"The solution is speedy and doesn't require much of a DBA team, it's kind of baked right into the product."
"The flexibility in design is very good."
"Intelliflex is very scalable. In fact, scalability has improved 100 times by Intelliflex, in my personal opinion."
"Based on my experience, it's been a very, very good product, a very powerful insight analytics or business KPI-type tool that provides a very good data-based review of intelligent document processing and allows clients to develop their own reliable, customized reports."
"The designer and workspace tools in Kofax Insight are good, providing the ability to design applications directly and read various types of PDF images, handwritten files and cheques, transferring the data from these images into the database and making it accessible on mobile and computer devices."
"The initial setup is straightforward."
"You can easily customize reporting to pull the fields that interest you."
"It provides the ability to design applications directly."
"The solution is easy to manage, very easy to scan and archive documents, and after digitizing it is very easy to reach archived documents."
 

Cons

"We are using an older version at the moment."
"The scalability of Teradata is extremely poor, unfortunately."
"The usability could be a bit better. It could be a bit more user-friendly."
"When backups are performed, it locks the database, preventing user access, which is a concern."
"​The initial setup was complex as we had to rewrite a lot of the code.​"
"Teradata could be improved by having a web interface that can really help users to plug and play."
"The user interface needs to be improved."
"They should add more connectors to different platforms."
"It would be ideal if there were some standard forms that could be customized."
"The initial setup is complex and would be difficult to carry out without any training."
"If there's any negative, it's just the different names, the branding names that the product's gone through. It's confusing."
"The reporting and internal integration systems could be improved by making them more user-friendly."
"The solution is not cheap. It is a bit pricey, and therefore more suited towards larger companies."
 

Pricing and Cost Advice

"Teradata's licensing is on the expensive side."
"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."
"I rate the product price a nine on a scale of one to ten, where one is cheap and ten is expensive."
"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."
"Users have to pay a yearly licensing fee for Teradata IntelliFlex, which is very expensive."
"It is still a very expensive solution. While I very much like the pure technological supremacy of the software itself, I believe Teradata as a company needs to become more affordable. They are already losing the market to more flexible or cheaper competitors."
"The cost is substantial, totaling around $1.2 million, solely dedicated to upgrading the hardware."
Information not available
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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
Financial Services Firm
17%
Outsourcing Company
10%
Manufacturing Company
8%
Construction Company
8%
Construction Company
17%
Comms Service Provider
12%
Outsourcing Company
9%
Insurance Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business28
Midsize Enterprise13
Large Enterprise53
No data available
 

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...
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,...
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Comparisons

 

Also Known As

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

Overview

 

Sample Customers

Netflix
Infosys,HMI, krungsri, Cegeka
Find out what your peers are saying about Teradata vs. Tungsten Insight and other solutions. Updated: September 2026.
913,683 professionals have used our research since 2012.