SAP Business Warehouse vs Teradata comparison

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SAP Business Warehouse

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Executive SummaryUpdated on Jan 4, 2026

Teradata and SAP Business Warehouse both compete in the data warehousing and analytics space. Teradata appears to have the upper hand in terms of performance and scalability due to its advanced parallel processing capabilities, while SAP Business Warehouse offers seamless integration with SAP environments, which is beneficial for organizations deeply invested in SAP solutions.

Features: Teradata is known for its data processing speed and scalability, utilizing a massively parallel processing architecture. It excels in complex query execution with robust analytics, including in-database mining and virtual OLAP. SAP Business Warehouse integrates well with SAP environments and offers valuable data transformation features, though it may require more user expertise due to its reliance on manual coding.

Room for Improvement: Teradata could improve its cloud services, particularly in pricing, integration, and unstructured data support. Enhanced transaction-level processing and cost models are also desired. SAP Business Warehouse needs advancements in data visualization and integration for analytics, with suggestions for simplified interfaces and real-time reporting capabilities.

Ease of Deployment and Customer Service: Teradata supports on-premises, cloud, and hybrid environments with generally high customer service ratings, though response times vary. SAP Business Warehouse, primarily seen in on-premises or private clouds, receives mixed reviews regarding service efficiency and support quality.

Pricing and ROI: Teradata's substantial cost is justified by its performance and features, yielding positive ROI from operational efficiencies. SAP Business Warehouse's steep price and complex revenue-based licensing hinder ROI, making it less accessible for smaller enterprises compared to Teradata's more flexible pricing and large-scale value.

To learn more, read our detailed SAP Business Warehouse vs. Teradata Report (Updated: January 2026).

SAP Business Warehouse vs. Teradata

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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

SAP Business Warehouse

Ranking in Cloud Data Warehouse

14th

Average Rating

7.8

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

No ranking in other categories

Teradata

Ranking in Cloud Data Warehouse

3rd

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Customer Experience Management (6th), Backup and Recovery (17th), Data Integration (14th), Relational Databases Tools (6th), Data Warehouse (3rd), BI (Business Intelligence) Tools (9th), Marketing Management (5th), Database Management Systems (DBMS) (6th)

Mindshare comparison

As of February 2026, in the Cloud Data Warehouse category, the mindshare of SAP Business Warehouse is 2.3%, up from 1.0% compared to the previous year. The mindshare of Teradata is 8.4%, down from 9.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Cloud Data Warehouse Market Share Distribution
Product	Market Share (%)
Teradata	8.4%
SAP Business Warehouse	2.3%
Other	89.3%

Cloud Data Warehouse

Featured Reviews

VishnuReddy2

Consulting Enterprise Architect at R2V2.ai

Have encountered complexity with programming language while working on large-scale data integration and have experienced improved governance and reporting

The only complexity I find with the product is the programming language; people find it harder, but once you know the language, it's not that difficult. Regarding the future of SAP Business Warehouse, I would to see added features that simplify the product very well now. They are coming up with a terminology called SAP BDC where they are consolidating their tools, SAP Data Sphere for integration and SAP BW for the ETL and warehousing parts, and SAP Analytics Cloud. They are packaging these three features and calling it Business Data Cloud; they are fully coming on the cloud. We have to wait and watch; they have been speaking about BW/4HANA for quite some time now, but the customers or clients I work with are not finding great interest and it was seen as a candidate for evaluation. I have seen people looking at the latest technologies who are already on cloud who started building from scratch on cloud, such as Snowflake or Databricks, which can process very huge amounts of data and also address unstructured data, where SAP lags behind in cases where there is a need to bring in unstructured data. I have worked with SAP Data Intelligence, which earlier used to be called SAP Data Hub. The unstructured data is not greatly handled in SAP at this point in time.

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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.

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Quotes from Members

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

Pros

"The product is very stable."

"The best features of SAP Business Warehouse that I am fond of are how this technology handles navigational attributes and the hierarchy; these are two interesting features."

"The real-time information is great."

"The warehouse is the solution's most valuable feature."

"The features that I have found most valuable are its capabilities to connect to Excel and to slice and dice."

"What I like most about SAP Business Warehouse is its ability to feed data into new, multiple systems in various formats. It can open its data to any system over gateway services or a portal or application that needs to consume and analyze data."

"With the technical support, the response has been pretty good from the SAP side."

"The most valuable feature of SAP Business Warehouse is transformation, where I extract data from different sources, particularly the raw data. Then I do some transformations and store that in a format that allows me to do reporting easily."

More SAP Business Warehouse pros

"It's very mature from a technology perspective."

"It is a solid database a lot of different tools to move data."

"Teradata's MPP feature allowed the team to handle huge data sets on the scale of petabytes and perform analytics on those in near real-time when users queried for that data."

"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."

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

"The feature that we find most valuable is its ability to perform Massive Parallel Processing."

"It's stable and reliable."

"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."

More Teradata pros

Cons

"They should reduce the product’s installation package size for easier downloading."

"The solution should be more open to the cloud."

"In the next release, my suggestion would be to have user-friendly interfaces and performance issues be addressed."

"Areas for improvement in SAP Business Warehouse include enhancing scheduling and monitoring tools, as well as improving communication about hidden features to make them more accessible to users."

"The advanced structuring can be complicated and the interface is not very intuitive."

"Integration with SAP Business Warehouse's ETL tools is not straightforward."

"What I'd like improved in SAP Business Warehouse is its setup. It could be more flexible, and it could be a configuration-based setup."

"The solution could offer better connectivity with other databases."

More SAP Business Warehouse cons

"Azure Synapse SQL has evolved from a solely dedicated support tool to a data lake. It can store data from multiple systems, not just traditional database management systems. On the other hand, Teradata has limitations in loading flat files or unstructured data directly into its warehouse. In Azure Synapse SQL, we can implement machine learning using Python scripts. Additionally, Azure Synapse SQL offers advanced analytical capabilities compared to Teradata. Teradata is also expensive."

"The increasing volumes of data demand more and more performance."

"It's primarily designed for big projects and therefore, the pricing is pretty high. It's not suitable for smaller companies."

"The initial setup is complex because there are a lot of factors that come into play, including the amount of software and applications that require access."

"It would help to make scaling easier with a reduced cost. "

"When backups are performed, it locks the database, preventing user access, which is a concern."

"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."

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

More Teradata cons

Pricing and Cost Advice

"Overall, the pricing is not fixed and is expensive."

"I would not recommend it to small-scale companies. The price is too much."

"The solution is quite expensive."

"The license for SAP Business Warehouse is paid yearly, and there's no extra cost in addition to the standard licensing fees."

"SAP Business Warehouse licensing is a bit expensive compared to other products in the market."

"It's quite pricey. SAP changed its pricing policy, so they give you one engine and then you have to buy everything next to it, like MSS, the BPC licenses, and everything else."

"It's moderately expensive, but definitely has its branding and price value for it."

"The licensing cost for SAP Business Warehouse depends on your revenue. Its licensing structure is a little bit complicated. The more your revenue is, the higher the price, but SAP does have different pricing structures for various companies. For small businesses, licensing isn't based on revenue, but for big companies, it's revenue-based. There's some agreement regarding pricing for huge companies, so it's different, and SAP Business Warehouse pricing isn't fixed. On a scale of one to ten, I'm rating the licensing cost for SAP Business Warehouse as five because it's very high. As your revenue grows, your licensing cost also increases, so you have to factor that in when calculating your cost."

"We had a lot of parties involved when purchasing from the AWS Marketplace. They are very flexible and aggressive in trying to close the deal. They are good at what they have to offer and listening to the customer. It's a two-way street."

"The price of Teradata could be less expensive."

"The cost is significantly high."

"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 this day and age, we want to get things done quickly. So, we go to the AWS Marketplace."

"It comes at a notably high cost for what it offers."

"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."

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…

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Top Industries

By visitors reading reviews

Manufacturing Company

11%

Retailer

Marketing Services Firm

Energy/Utilities Company

Financial Services Firm

23%

Manufacturing Company

Computer Software Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	4
Large Enterprise	15

By reviewers
Company Size	Count
Small Business	28
Midsize Enterprise	13
Large Enterprise	52

Questions from the Community

What do you like most about SAP Business Warehouse?

Out-of-the-box reports are very useful.

What is your experience regarding pricing and costs for SAP Business Warehouse?

The pricing for SAP Business Warehouse is on the expensive side. I am not sure about the current costing model as such. In my experience on cloud, I did not use BW HANA Cloud. I used the cloud prod...

What needs improvement with SAP Business Warehouse?

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,...

Databricks vs SAP Business Warehouse

Comparisons

Compared 17% of the time

BigQuery vs SAP Business Warehouse

Compared 17% of the time

Snowflake vs SAP Business Warehouse

Compared 12% of the time

Microsoft Azure Synapse Analytics vs SAP Business Warehouse

Compared 12% of the time

Amazon Redshift vs SAP Business Warehouse

Compared 5% of the time

More SAP Business Warehouse Competitors

Snowflake vs Teradata

Compared 6% of the time

Oracle Exadata vs Teradata

Compared 5% of the time

Oracle Database vs Teradata

Compared 5% of the time

SQL Server vs Teradata

Compared 5% of the time

IBM Db2 Database vs Teradata

Compared 4% of the time

More Teradata Competitors

Product Reports

SAP Business Warehouse

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Also Known As

No data available

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

Overview

Reporting, analysis and interpretation of business data are crucial to preserve and enhance the competitive edge of companies by optimizing processes and enabling them to react quickly and in line with market needs. SAP Business Warehouse (SAP BW) provides tools and functions that enable companies to attain these goals. In SAP BW, you can integrate, transform, and consolidate relevant business information from productive SAP applications and external data sources. SAP BW provides you with a high-performance infrastructure that helps you evaluate and interpret data. Decision makers can make well-founded decisions and identify target-orientated activities on the basis of the analyzed data.

SAP

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.

Sample Customers

Medtronic, Cirque du Soleil, Antarc, B&G Manufacturing, EarlySense, eBay, Ferrero, James Austin Company, Lenovo, Sagem, RAK Ceramics, Vodafone

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SAP Business Warehouse vs. Teradata