SAP Business Data Cloud vs Teradata comparison

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SAP Business Data Cloud

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Executive SummaryUpdated on Apr 15, 2026

Teradata and SAP Business Data Cloud compete in the data management and analytics sector. Teradata seems to have the upper hand in scalability and robust architecture, while SAP Business Data Cloud excels in integration and user experience.

Features: Teradata is known for its scalability, robust data warehousing capabilities, and parallel processing. Its security features allow it to manage and protect large datasets effectively. SAP Business Data Cloud offers seamless integration with SAP and third-party tools, intuitive analytics and planning capabilities, and user-friendly design that enhances accessibility.

Room for Improvement: Teradata users mention the high costs and limited scalability on-premises. There is also a need for enhanced support for unstructured data and AI capabilities. SAP Business Data Cloud could improve its predictive features and integration abilities, specifically in real-time capabilities and visualization customization, which are areas of concern for users.

Ease of Deployment and Customer Service: Teradata supports deployments across on-premises, cloud, and hybrid environments, but the initial setup can be complex. While technical support is generally positive, response times can vary. SAP Business Data Cloud, with easy cloud integration into hybrid setups, offers responsive and efficient technical support providing comprehensive resources for swift issue resolution.

Pricing and ROI: Teradata is perceived as expensive but valuable due to its robust features and low downtime, offering significant ROI despite high initial costs. SAP Business Data Cloud, while also costly, is competitively priced within the SAP ecosystem, emphasizing flexibility and comprehensive service coverage, appealing to users seeking integration within SAP's broader strategy.

To learn more, read our detailed SAP Business Data Cloud vs. Teradata Report (Updated: May 2026).

SAP Business Data Cloud vs. Teradata

May 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:

ROI

Sentiment score

5.4

SAP Business Data Cloud boosts ROI through improved analytics, automation, efficiency, and integration across various industries in three years.

Sentiment score

6.9

Teradata significantly boosts speed, efficiency, and ROI, with studies showing a 427% average ROI over three years.

We have saved a lot on the number of employees, and implementation time for the projects has reduced significantly since we started using the standard features of SAP Business Data Cloud.

Principal Architect at a tech consulting company with 501-1,000 employees

Once the content is available, then it is a faster go-live with lesser cost in implementation, and that would give an ROI.

For more quotes and insights, download the SAP Business Data Cloud report

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

There is a return on investment with SAP Business Data Cloud, as it saves money because it performs results quickly and easily, facilitating integrations and speeding up operations compared to other analytics tools, thereby saving time and money.

reviewer2834484

Consultant-SAP GRC at a tech consulting company with 201-500 employees

At least fifteen to twenty percent of our time has been saved using Teradata, which has positively affected team productivity and business outcomes.

Shugoyal Shugoyal

Senior product analyst at a financial services firm with 10,001+ employees

Independent research showed that Teradata VantageCloud users achieved an average ROI of 427% across three years with payback under a year, demonstrating the platform's ability to deliver a strong financial return.

Engineers at a consultancy with 11-50 employees

We have realized a return on investment, with a reduction of staff from 27 to eight, and our current return on investment is approximately 14%.

For more quotes and insights, download the Teradata report

Interim and Fractional CIO and CTO at a consultancy with 11-50 employees

Customer Service

Sentiment score

6.0

SAP Business Data Cloud's customer support is generally well-received, but some users encounter delays and desire quicker resolutions.

Sentiment score

7.1

Teradata's support is praised for professionalism and responsiveness, but feedback on speed is mixed; training resources enhance service.

The technical support is a very well-organized service, with a lot of tools for me as a consultant and for the end user on how to contact SAP support and get issues solved.

Competence Leader - BI at Sabris CZ s.r.o.

For example, when I provide a set of instructions, they often simply ask me to implement those steps without checking whether they are applicable.

ShantanuSrivastava

Lead Analyst at a tech vendor with 10,001+ employees

In SAP's policy, for the first couple of years, the product team is also part of the support team.

For more quotes and insights, download the SAP Business Data Cloud report

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

The customer support for Teradata has been great.

Interim and Fractional CIO and CTO at a consultancy with 11-50 employees

They are responsive and knowledgeable, and the documentation is very helpful.

Engineers at a consultancy with 11-50 employees

Customer support is very good, rated eight out of ten under our essential agreement.

For more quotes and insights, download the Teradata report

Team Leader for Data Base Administrators at a government with 1,001-5,000 employees

Scalability Issues

Sentiment score

7.2

SAP Business Data Cloud offers scalable, cloud-based solutions for enterprises of all sizes, enhancing performance and accommodating growth.

Sentiment score

7.5

Teradata offers scalable cloud and on-premise solutions with strong adaptability, overcoming hardware limitations and cost challenges efficiently.

SAP Analytics Cloud can be used by a small company, and it can be used by a large corporate.

Competence Leader - BI at Sabris CZ s.r.o.

Since SAP has consolidated everything on one platform, there is ample room to expand as much as needed.

Muhammad Ashar

Sap Data & Analytics Consultant at Dezert Innovation Technology Company

There are no limitations in terms of scale, so it fits both SMB customers and enterprise customers.

For more quotes and insights, download the SAP Business Data Cloud report

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

Whenever we need more resources, we can add that in Teradata, and when not needed, we can scale it down as well.

Shugoyal Shugoyal

Senior product analyst at a financial services firm with 10,001+ employees

This flexibility allows organizations to scale according to their needs, balancing performance, cost, and compliance requirements.

For more quotes and insights, download the Teradata report

Engineers at a consultancy with 11-50 employees

This expansion can occur without incurring downtime or taking systems offline.

RajeshKumar25

Principal Consultant & Director at Quensulting

Stability Issues

Sentiment score

7.5

SAP Business Data Cloud is stable and secure, though improvements needed in connectivity and performance during peak times.

Sentiment score

8.3

Teradata's robust architecture ensures exceptional stability and reliability, with minimal downtime and high user ratings despite some integration challenges.

You have a chance to test it on your test tenant in small increments, so it should not break your productive reports and productive environment.

For more quotes and insights, download the SAP Business Data Cloud report

Competence Leader - BI at Sabris CZ s.r.o.

Other than during these quarterly release periods, the availability is excellent.

Muhammad Ashar

Sap Data & Analytics Consultant at Dezert Innovation Technology Company

In a typical quarter, the availability has been over 99%; in a few cases, it dropped to around 98.5%.

ShantanuSrivastava

Lead Analyst at a tech vendor with 10,001+ employees

Its massively parallel process architecture allows the platform to distribute workload efficiently, enabling organizations to run heavy analytic queries without compromising speed or stability.

Engineers at a consultancy with 11-50 employees

I find the stability to be almost a ten out of ten.

For more quotes and insights, download the Teradata report

Team Leader for Data Base Administrators at a government with 1,001-5,000 employees

The workload management and software maturity provide a reliable system.

RajeshKumar25

Principal Consultant & Director at Quensulting

Room For Improvement

SAP Business Data Cloud needs cost reduction, enhanced features, better integration, training resources, and improved ease of use.

Teradata requires improvements in transaction processing, scalability, UI, cost-effectiveness, analytics features, integration capabilities, and security measures.

On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family.

Competence Leader - BI at Sabris CZ s.r.o.

If SAP can come up with innovative options to reduce licensing costs, many customers would incline toward SAP Business Data Cloud.

Principal Architect at a tech consulting company with 501-1,000 employees

If I compare the cost with SAP competitors, I find that when creating an enterprise data lake, if I don't use SAP Business Data Cloud and make it directly in the hyperscalers, it is pretty much cheaper than doing the same in SAP Business Data Cloud.

For more quotes and insights, download the SAP Business Data Cloud report

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

I want to highlight two features for improvement: first, storing data in various formats without requiring a tabular structure, accommodating unstructured data; and second, adding AI ML features to better integrate Gen AI, LLM concepts, and user-friendly experiences such as text-to-SQL capabilities.

Ganesh Verma

Data Engineer at Tredence Inc.

Unlike SQL and Oracle, which have in-built replication capabilities, we don't have similar functionality with Teradata.

Team Leader for Data Base Administrators at a government with 1,001-5,000 employees

The most challenging aspect is finding Teradata resources, so we are focusing on internal training and looking for more Teradata experts.

For more quotes and insights, download the Teradata report

Interim and Fractional CIO and CTO at a consultancy with 11-50 employees

Setup Cost

SAP Business Data Cloud offers comprehensive features but may be costly for small businesses, better suited for large enterprises.

Teradata offers high-value analytics with flexible pricing, excelling in performance and ROI, ideal for large enterprises and data-intensive sectors.

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

Frankly, pricing, setup cost, and licensing seem a bit high compared to other hyperscalers.

Jagan Mohan Reddy Kalavala

Principal Architect at a tech consulting company with 501-1,000 employees

The pricing for SAP Business Data Cloud is higher compared to alternatives.

SAP BDC Consultant at IBM

For more quotes and insights, download the SAP Business Data Cloud report

Teradata is much more expensive than SQL, which is well-performed and cheaper.

Team Leader for Data Base Administrators at a government with 1,001-5,000 employees

Initially, it may seem expensive compared to similar cloud databases, however, it offers significant value in performance, stability, and overall output once in use.

RajeshKumar25

Principal Consultant & Director at Quensulting

Role-based access control (RBAC), strong audit and compliance features, high availability, fault tolerance, and encrypted data at rest and in-transit are key features.

For more quotes and insights, download the Teradata report

Engineers at a consultancy with 11-50 employees

Valuable Features

SAP Business Data Cloud excels in seamless integration, unique data sharing, and AI-enhanced analytics for efficient, scalable decision-making.

Teradata excels in parallel processing, scalability, and performance, offering robust data management, security, and integration for efficient data warehousing.

For SuccessFactors and S/4HANA Cloud, there are pre-built reports available which are commonly used by customers.

Bhupesh Akkineni

Project Manager at a tech services company with 51-200 employees

SAP Business Data Cloud has positively impacted my organization by federating SAP data, which is now available for all to use.

Ninad Mehta

Associate director, SAP technical at a outsourcing company with 1,001-5,000 employees

The main standout feature is BDC Connect, as it is very useful for sharing data without replicating to third-party tools such as Enterprise Databricks, Snowflake or even in the near future, Google BigQuery as well as Microsoft Fabric.

For more quotes and insights, download the SAP Business Data Cloud report

Principal Architect at a tech consulting company with 501-1,000 employees

Teradata's security helps our organization meet compliance requirements such as GDPR and IFRS, and it is particularly essential for revenue contracting or revenue recognition.

Interim and Fractional CIO and CTO at a consultancy with 11-50 employees

Its architecture allows information to be processed efficiently while maintaining stable performance, even in highly demanding environments.

For more quotes and insights, download the Teradata report

Engineers at a consultancy with 11-50 employees

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.

reviewer2783274

Senior Data Engineer at a media company with 1,001-5,000 employees

Categories and Ranking

SAP Business Data Cloud

Ranking in Data Integration

10th

Ranking in BI (Business Intelligence) Tools

3rd

Ranking in Cloud Data Warehouse

10th

Average Rating

8.0

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Business Performance Management (3rd), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (9th)

Teradata

Ranking in Data Integration

12th

Ranking in BI (Business Intelligence) Tools

7th

Ranking in Cloud Data Warehouse

2nd

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Customer Experience Management (6th), Backup and Recovery (14th), Relational Databases Tools (5th), Data Warehouse (3rd), Marketing Management (6th), Database Management Systems (DBMS) (4th)

Mindshare comparison

As of May 2026, in the Data Integration category, the mindshare of SAP Business Data Cloud is 0.9%, up from 0.2% compared to the previous year. The mindshare of Teradata is 1.0%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration Mindshare Distribution
Product	Mindshare (%)
SAP Business Data Cloud	0.9%
Teradata	1.0%
Other	98.1%

Data Integration

Featured Reviews

Brings reporting, planning, and prediction together in one seamless workflow

Competence Leader - BI at Sabris CZ s.r.o.

I think the areas of SAP Analytics Cloud that could be improved or enhanced are mentioned by users or companies, and they would definitely mention the price in terms of planning licensing. From a consulting point of view, I don't see any major weaknesses. It is reasonably well-developed, and the perfect strength is that innovations are coming on a quarterly basis. It is slightly behind other tools in terms of the number of graphical outputs. Some tools have it faster, but every increment of innovations contains new features. On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family, for example, integrated business planning for the production planning. This is really a highlight compared to other tools.

Read full review

Delivers consistent performance and enables advanced analytics across complex data environments

Engineers at a consultancy with 11-50 employees

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

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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

Manufacturing Company

16%

Financial Services Firm

Construction Company

Retailer

Financial Services Firm

20%

Manufacturing Company

Comms Service Provider

Construction Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	28
Midsize Enterprise	19
Large Enterprise	51

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

Questions from the Community

Which would you choose - Tableau or SAP Analytics Cloud?

Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use. This relatively short amount of time can make all the difference for companies ...

What do you like most about SAP Analytics Cloud?

In the data warehouse, you're free to make changes. You can make everything text, meaning it's always a string. Even numbers appear as text, giving you the flexibility to work with all columns.

What is your experience regarding pricing and costs for SAP Analytics Cloud?

I normally do not deal with the commercials, so I am not aware of the pricing part of it.

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

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Compared 4% of the time

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Board vs SAP Business Data Cloud

Compared 2% of the time

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Snowflake vs Teradata

Compared 4% of the time

Oracle Database vs Teradata

Compared 4% of the time

SQL Server vs Teradata

Compared 4% of the time

Oracle Exadata vs Teradata

Compared 3% of the time

MySQL vs Teradata

Compared 3% of the time

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Product Reports

Download SAP Business Data Cloud product report

SAP Business Data Cloud

April 2026

Download Teradata product report

April 2026

Also Known As

SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub

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

Overview

SAP Business Data Cloud provides cloud-based predictive analysis, robust visualization, and integrated planning capabilities with seamless SAP integration. It enhances analytics and reporting efficiency with machine learning and AI features.

SAP Business Data Cloud stands out with its user-friendly application design, leveraging TypeScript scripting for flexibility. It enables easy data integration, customizable dashboards, and collaborative planning. Renowned for its seamless connectivity and comprehensive business intelligence offerings, it is designed to support real-time analytics and planning across both on-prem and cloud environments. Improvements are anticipated in visualization features, connectivity, and third-party system integration, with calls for more customizable chart options and real-time reporting capabilities.

What are the most important features of SAP Business Data Cloud?

Cloud-Based Predictive Analysis: Offers advanced forecasting and trend prediction capabilities.
Robust Visualization: Enables dynamic and interactive data visualization tools.
Integrated Planning: Provides tools for strategic planning and collaboration.
Flexibility with TypeScript: Allows customization and tailored application design.
Seamless Integration: Easily integrates with other SAP products and additional data sources.
AI and Machine Learning: Enhances analytics and reporting efficiency.

What benefits or ROI should users look for in SAP Business Data Cloud?

User-Friendly Interface: Simplifies data integration and application design.
Comprehensive Business Intelligence: Supports strategic decision-making processes.
Real-Time Analytics: Provides timely insights and enhances planning processes.
Collaborative Planning: Facilitates teamwork and strategic alignment.
Cost-Effective Solution: Offers value through efficient and diverse capabilities.

SAP Business Data Cloud serves industries by powering cloud-based reporting, analytics, financial planning, and executive dashboards. Companies utilize it to integrate SAP and non-SAP data sources for insights and forecasts. It is applied in constructing dashboards, boardroom presentations, budgeting, and predictive analytics, supporting versatile use cases across multiple sectors.

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

Live Oak Bank

Netflix