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Knowage vs Teradata comparison

 

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

Knowage
Ranking in BI (Business Intelligence) Tools
33rd
Average Rating
7.6
Reviews Sentiment
6.7
Number of Reviews
18
Ranking in other categories
Reporting (23rd)
Teradata
Ranking in BI (Business Intelligence) Tools
7th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
83
Ranking in other categories
Customer Experience Management (6th), Backup and Recovery (14th), Data Integration (12th), Relational Databases Tools (5th), Data Warehouse (3rd), Marketing Management (6th), Cloud Data Warehouse (2nd), Database Management Systems (DBMS) (4th)
 

Mindshare comparison

As of May 2026, in the BI (Business Intelligence) Tools category, the mindshare of Knowage is 1.0%, up from 0.4% compared to the previous year. The mindshare of Teradata is 1.2%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Teradata1.2%
Knowage1.0%
Other97.8%
BI (Business Intelligence) Tools
 

Featured Reviews

BS
Software Engineer at syntegra
Open-source with great embedding capabilities but the dashboards could be better
I know the initial setup is pretty straightforward. It doesn't take a long time to deploy. Even on your own personal computer, when you want to try it out, it doesn't take too long to get it running. For the initial setup, I'd say it's maybe a four out of five in terms of how easy it is. You need to add these Java dependencies and so forth, which can be a bit boring, however, it's almost perfect. To deploy Knowage usually takes about a day. In terms of the implementation strategy, it's just following the instructions that they give us on the installation and then just knowing how to handle the process. Usually, there is a group of engineers who do that for us and manage the server itself. If a team is knowledgeable, then it doesn't take a long time. When you need a new instance, it's very quick. The implementation strategy is based on just following instructions on the installation process from Knowage. For deployment and maintenance, we need just maybe two people simply to monitor the traffic coming in. However, it's maintained by people who were doing other jobs like maintaining our other server. They just monitor the Knowage server and make sure that it's up and running and that there are no bugs. There are not too many bugs coming out from the debugger.
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

"SpagoBI makes delivering reports to our clients very easy."
"The concept of engines is quite powerful allowing the user to work with report authoring/provisioning tools of their choice."
"Our customers really appreciate the self-service BI functionalities."
"Nice features available in SpagoBI compared with other open-source BI are Auditing, Collaborative BI, Query By Example, and User Profiling."
"We can easily do our own customizations."
"In terms of ROI, much better than any other solution when it offer full fledged features in open source, planned to have direct contact with SpagoBI for better support."
"I am satisfied with the product in general given what the company invested in it, which was just our time."
"It's a great product. It has a lot more features than many other BI tools. You can get the most out of machine learning, the best connectivity to Python, and it cuts across enterprise sections."
"The key advantages are Performance when processing Terabytes of data and scalability."
"It is a stable program."
"The ease of deployment is useful so clients are up and running quickly in comparison to other products."
"The most valuable features are the Shared-nothing architecture and data protection functionality."
"Teradata features high productivity and reliability because it has several redundancy options, so the system is always up and running."
"Teradata's most valuable feature is that it's easy to use."
"It's very mature from a technology perspective."
"The performance is the key item we appreciate, we're able to easily trigger jobs and we have access to integrations for running jobs, it's easy to use for the most part, which is why I really like it, it's stable and reliable."
 

Cons

"As all software and especially the open-source ones have always something that can work better, in this case, SpagoBI is slightly difficult to implement."
"I faced difficulties when using the email feature and documentation was scant."
"Unfortunately, many interesting features do not work when you are using a custom database for storing the metadata."
"We are not happy with the poor graphic user interface. It looks a bit old and sometimes it is not properly user friendly."
"Yes, using Mobile and Desktop Editions, we would sometimes need to restart the service."
"The demands of some jobs would slow Spago and lock the site, preventing any other job from processing."
"We had stability issues."
"The dashboard components could be better."
"Query language and its functionality are rather limited, compared to Oracle or even SQL Server. However, it is possible to perform any kind of logic in it (though some workarounds may be required)."
"Concurrency is still a challenge, pricing is still high."
"It could use some more advanced analytics relating to structured and semi-structured data."
"I truly believe that in five years, we will breach the effective limits of Teradata to perform in a multi-petabyte environment, i.e., without significant changes to its underlying architecture."
"There are some ways that the handling of unstructured data could be improved."
"Teradata's UI could be more user-friendly."
"There are a few things where you are totally dependent on the customer service and support from Teradata. This is an area where they really need to improve a bit, especially when you're talking about cloud service integration."
"GUI of administrative tools is really outdated."
 

Pricing and Cost Advice

"It allows the implementation of an effective reporting system using internal skills at a limited upfront cost."
"Knowage is open-source, and an enterprise edition is also available."
"The solution requires a license."
"The initial cost may seem high, but the TCO is low."
"In this day and age, we want to get things done quickly. So, we go to the AWS Marketplace."
"The price of Teradata could be less expensive."
"The product cost is high for what the client gets. There may be more cost-effective solutions for small and medium-sized organizations."
"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."
"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 cost is significantly high."
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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
Construction Company
19%
University
11%
Marketing Services Firm
10%
Manufacturing Company
6%
Financial Services Firm
20%
Manufacturing Company
8%
Comms Service Provider
6%
Construction Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise6
Large Enterprise6
By reviewers
Company SizeCount
Small Business28
Midsize Enterprise13
Large Enterprise52
 

Questions from the Community

Ask a question
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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,...
 

Comparisons

 

Also Known As

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

Overview

 

Sample Customers

FIAT Group, Italian air navigation service provider, Ministry of Education and Science of the Russian Federation, Telecom Italia, ASL Genovese, San Giovanni Battista University Hospital
Netflix
Find out what your peers are saying about Knowage vs. Teradata and other solutions. Updated: April 2026.
893,221 professionals have used our research since 2012.