Knowage vs Teradata comparison

Knowage and Teradata are both solutions in the BI (Business Intelligence) Tools category. Knowage is ranked #34, while Teradata is ranked #8 with an average rating of 8.3. Knowage holds a 1.1% mindshare in BIT, compared to Teradata’s 1.3% mindshare. Additionally, 85% of Knowage users are willing to recommend the solution, compared to 88% of Teradata users who would recommend it.

Knowage

Read 18 Knowage reviews

3,099 Views
2,262 Comparison Views

85% willing to recommend

Teradata

Read 83 Teradata reviews

20,701 Views
3,105 Comparison Views

88% willing to recommend

Knowage

Teradata

Comparison Buyer's Guide

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Executive SummaryUpdated on Apr 5, 2026

Knowage and Teradata are directly competing products in the business intelligence and analytics market. Knowage seems to have an advantage due to its pricing flexibility, while Teradata is preferred for its advanced features and extensive analytics capabilities.

Features: Knowage offers extensive customization, open-source flexibility, and capabilities in data visualization. It also integrates well with various data sources. Teradata handles large data volumes efficiently, with advanced analytics and enterprise-level scalability. The difference lies in Knowage's adaptability versus Teradata's robust processing and analytics strength.

Room for Improvement: Knowage could enhance its user interface, offer more extensive documentation, and improve the installation process. Teradata might consider reducing complexity in query optimization, provide more flexible pricing, and enhance user training materials.

Ease of Deployment and Customer Service: Knowage's open-source nature allows customizable deployment, supported by a community-driven knowledge base. Teradata offers structured deployment options with strong vendor support, ensuring high reliability and comprehensive customer service. The contrast is Knowage's deployment flexibility versus Teradata's structure and dedicated support.

Pricing and ROI: Knowage has a lower initial setup cost and offers higher ROI for budget-conscious buyers, beneficial for small to mid-sized businesses. Teradata, with a potentially higher entry cost, provides substantial ROI through robust analytics for larger enterprises seeking comprehensive data solutions. The key difference is Knowage's cost-effectiveness against Teradata’s long-term returns via advanced analytics.

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

Buyer's Guide

Knowage vs. Teradata

August 2026

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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:

Categories and Ranking

Knowage

Ranking in BI (Business Intelligence) Tools

34th

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Reporting (21st)

Teradata

Ranking in BI (Business Intelligence) Tools

8th

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Customer Experience Management (5th), Backup and Recovery (11th), Data Integration (15th), Relational Databases Tools (7th), Data Warehouse (2nd), Marketing Management (4th), Cloud Data Warehouse (2nd), Database Management Systems (DBMS) (5th)

Mindshare comparison

As of August 2026, in the BI (Business Intelligence) Tools category, the mindshare of Knowage is 1.1%, up from 0.5% compared to the previous year. The mindshare of Teradata is 1.3%, up from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
Teradata	1.3%
Knowage	1.1%
Other	97.6%

BI (Business Intelligence) Tools

Featured Reviews

Albert Masanja

Margin Assurance Analyst at a comms service provider with 1,001-5,000 employees

A stable open source suite for modern business analytics with a useful replication feature

It would be better if more resources were available to help us learn how to use it. I wanted to use Knowage for a more extended period, but learning materials around the product were not really available and were not really straightforward. I've also seen inconsistencies between versions. For example, under the tools, especially in the cockpit, the way you create reports is now different. You will also find some configurations within a particular state, like a line chart, which differs from version to version. I think consistency is an essential feature in a product, especially for business intelligence products.

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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

Quotes from Members

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

Pros

"The embedding feature is great."

"We can easily do our own customizations."

"SpagoBI makes delivering reports to our clients very easy."

"Nice features available in SpagoBI compared with other open-source BI are Auditing, Collaborative BI, Query By Example, and User Profiling."

"I would use SpagoBI if a company wants to use a free tool that has enough features."

"Instead of just relying on emails to disperse our reports, having a central server to do this for us has helped our organization and has pushed us into a better place."

"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 most valuable feature of SpagoBI is that it is open source and 100% free without limits."

More Knowage pros

"We had few reports which were taking more than 45 minutes, then with Teradata we received results within minutes, and a few under a minute."

"The solution is the Rolls-Royce of data warehousing."

"Teradata effectively uses parallelism to the granular level, performing better than other databases."

"The initial setup was straightforward."

"Teradata has immensely helped our organization to fetch the data at a faster rate, which has saved us quite a lot of time."

"We moved from an Enterprise platform, to non-Enterprise and ended up with a machine that was 20X more powerful."

"We really enjoy the FastLoad, TPump, and MultiLoad features."

"I like writing preformance queries for preprocessing on AWS Cloud."

More Teradata pros

Cons

"The only challenge here is that it's a Java-based platform. It requires very high technical skills."

"The dashboard components could be better. They could do a lot more."

"We are not happy with the poor graphic user interface. It looks a bit old and sometimes it is not properly user friendly."

"Unfortunately, many interesting features do not work when you are using a custom database for storing the metadata."

"The demands of some jobs would slow Spago and lock the site, preventing any other job from processing."

"When it comes to Knowage, it's a bit heavy, it's time-consuming sometimes, it's not very fast, and definitely not as fast as other business intelligence tools in terms of getting graphical reports."

"Development of SpagoBI has now been moved to Knowage. Users interested in further developments of the platform will have to look there."

"I faced difficulties when using the email feature and documentation was scant."

More Knowage cons

"Teradata needs to pay attention to the cloud-based solution to make sure it runs smoothly."

"The only issue our company has with Teradata IntelliFlex is that it is not cost-effective because of the way the product has been designed."

"Teradata's UI could be more user-friendly."

"I choose 8 out of 10 for Teradata because there is always the scope for improvement."

"Teradata needs to expand the kind of training that's available to customers."

"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."

"I would like more security and speed."

"The reporting side wasn't very good in the past, but with the latest versions, it's getting better. Still, the friendliness of the PDC reporting and functionality needs to be improved."

More Teradata cons

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."

"Teradata used to be expensive, but they have been lowering their prices."

"The cost is substantial, totaling around $1.2 million, solely dedicated to upgrading the hardware."

"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."

"Teradata's licensing is on the expensive side."

"The cost is significantly high."

"Price is quite high, so if it is really possible to use other solutions (e.g. you do not have strict requirements for performance and huge data volumes), it might be better to look at alternatives from the RDBMS world."

"We are looking for a more flexible cost model for the next version that we use, whether it be cloud or on-premise."

"The cost of running Teradata is quite high, but you get a good return on investment."

More Teradata pricing and cost advice

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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

Construction Company

25%

Manufacturing Company

University

Marketing Services Firm

Financial Services Firm

18%

Manufacturing Company

Construction Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	6
Large Enterprise	6

By reviewers
Company Size	Count
Small Business	28
Midsize Enterprise	13
Large Enterprise	53

Questions from the Community

Ask a question

Earn 20 points

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

Tableau Enterprise vs Knowage

Compared 8% of the time

Pentaho Business Analytics vs Knowage

Compared 7% of the time

Procurify vs Knowage

Compared 7% of the time

Microsoft Power BI vs Knowage

Compared 5% of the time

IBM Cognos vs Knowage

Compared 3% of the time

More Knowage 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

Databricks vs Teradata

Compared 3% of the time

MySQL vs Teradata

Compared 2% of the time

More Teradata Competitors

Product Reports

Buyer's Guide

Knowage

July 2026

Download Knowage product report

Buyer's Guide

Teradata

July 2026

Download Teradata product report

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

Knowage is an open-source business intelligence suite offering features like engine concepts and report customization. It's favored for its integration capabilities and self-service BI functionality, allowing users to leverage cross-platform access and conduct comprehensive data analysis.

Knowage stands out in the BI landscape by providing tools that facilitate autonomous data exploration, with an emphasis on flexibility and extensive integration options. With capabilities for embedding reports and dynamic dashboards, it supports various analysis needs through integration with databases and tools like Jasper and BIRT. Despite its technical complexity and interface limitations, Knowage's features such as GIS integration and big data visualization enhance operational efficiency and profitability analysis.

What are the key features of Knowage?

Powerful engines: Facilitate complex data processing with high efficiency.
Report customization: Tailor reports to meet specific business requirements.
Cross-platform access: Enable data accessibility across different devices.
Open-source: Leverage the flexibility and cost-effectiveness of open-source solutions.
Embedding capabilities: Integrate seamlessly with tools like Jasper for enhanced functionality.
Python support: Use Python for advanced data correlation and analyses.
GIS integration: Incorporate geographical data for enriched insights.

What benefits should you consider in reviews?

Increased efficiency: Streamlined report deployment and big data visualization.
Comprehensive analysis: Tools for evaluating activities and profitability.
Data export options: Support for exporting data in preferred formats simplifies reporting tasks.
Operational cost savings: Eliminates the need for third-party BI solutions.

In the healthcare and financial sectors, Knowage is used for deriving insights from health data warehouses and performing financial analyses. Companies use it to create dashboards and reports from MySQL databases, embedding them for wider distribution, and enabling effective resource evaluation and decision-making.

Knowage

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

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

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Buyer's Guide

Knowage vs. Teradata

August 2026

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