AWS Glue vs SAP Data Services comparison

Amazon Web Services (AWS) and SAP are both solutions in the Cloud Data Integration category. Additionally, 90% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 86% of SAP users who would recommend it.

AWS Glue

Read 50 AWS Glue reviews

8,314 Views
5,986 Comparison Views

90% willing to recommend

SAP Data Services

Read 52 SAP Data Services reviews

6,226 Views
4,047 Comparison Views

86% willing to recommend

AWS Glue

SAP Data Services

Comparison Buyer's Guide

Download the report

Executive Summary

We performed a comparison between AWS Glue and SAP Data Services based on real PeerSpot user reviews.

Find out in this report how the two Cloud Data Integration solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed AWS Glue vs. SAP Data Services Report (Updated: June 2026).

Buyer's Guide

AWS Glue vs. SAP Data Services

June 2026

Download the complete report

Helped 900,051 peers since 2012

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

5.9

Organizations find AWS Glue efficient and cost-effective despite overhead costs, though some consider alternatives due to budget constraints.

Sentiment score

6.2

SAP Data Services offers significant time and cost savings, enhancing productivity and aligning with digital trends for improved effectiveness.

I advocate using Glue in such cases.

reviewer2322996

Data Architect at a financial services firm with 10,001+ employees

For more quotes and insights, download the AWS Glue report

SAP is indeed good at all this now, with so many components such as SAP Signavio, SAP EINS, SAP Work Zone, SAP ALM, Cloud ALM, SAP public cloud, SAP private cloud, and BTP, all of which are essential to meet the latest cutting-edge technologies.

Ramesh Pampana

Manager, SAP Practice at a computer software company with 1,001-5,000 employees

For more quotes and insights, download the SAP Data Services report

Customer Service

Sentiment score

6.5

AWS Glue customer service is praised for responsiveness and effectiveness, with mixed feedback on support speed, costs, and consistency.

Sentiment score

6.7

SAP Data Services support receives mixed reviews, with high marks for urgent issues but inconsistencies lead some users to seek alternatives.

Upgrades occur every four months, and new developments coincide with version updates.

Nivas Srinivasan

Principal Consultant at a retailer with 1,001-5,000 employees

For complex Glue-related problems such as job failures or permission issues, their documentation is good, but having direct access to support helps cut down troubleshooting time significantly.

Sridivya Chillappa

application security engineer at Hyperspace IT India

For more quotes and insights, download the AWS Glue report

If you keep a high priority issue, such as a production impact, they certainly come and address it in no time.

Ramesh Pampana

Manager, SAP Practice at a computer software company with 1,001-5,000 employees

The level three support is better because they know what they are doing.

reviewer2686500

SAP BI Architect at a government with 10,001+ employees

For more quotes and insights, download the SAP Data Services report

Scalability Issues

Sentiment score

7.8

AWS Glue is highly scalable and serverless, praised for easy resource management, but needs better parallel computation.

Sentiment score

7.4

SAP Data Services is highly scalable, efficiently manages data operations, supports various organizational sizes, and improves performance for enterprises.

It is beneficial to upgrade jobs, and we conduct extensive testing in development before migrating to production.

Nivas Srinivasan

Principal Consultant at a retailer with 1,001-5,000 employees

It can easily handle data from one terabyte to 100 terabytes or more, scaling nicely with larger datasets.

Saurabh Jaiswal

Python AWS & AI Expert at a tech consulting company

For more quotes and insights, download the AWS Glue report

If I were to rate it from one to 10, I would say it has a nine to 10 for scalability.

reviewer2686500

SAP BI Architect at a government with 10,001+ employees

For more quotes and insights, download the SAP Data Services report

Stability Issues

Sentiment score

7.9

AWS Glue is stable and reliable with minor issues, scaling well, and efficient due to serverless architecture and tool integration.

Sentiment score

7.6

SAP Data Services is highly stable, user-friendly, with occasional hardware-related issues, and remains reliable with minimal glitches.

AWS Glue is highly stable, and I would rate its stability as nine.

Saurabh Jaiswal

Python AWS & AI Expert at a tech consulting company

For more quotes and insights, download the AWS Glue report

I would rate the stability of SAP Data Services as very stable, a ten.

Nhlanhla Mgoza

Data Services Consultant at a tech services company with 1-10 employees

For more quotes and insights, download the SAP Data Services report

Room For Improvement

AWS Glue faces challenges with startup times, interface complexity, language limitations, cost, performance, integration, and multi-cloud compatibility.

SAP Data Services struggles with job handling, integration, user interface complexity, pricing, scalability, and support effectiveness.

Migrating jobs from version 3.0 to 4.0 can present compatibility issues.

Nivas Srinivasan

Principal Consultant at a retailer with 1,001-5,000 employees

With AWS, I gather data from multiple sources, clean it up, normalize it, de-duplicate it, and make it presentable.

reviewer2322996

Data Architect at a financial services firm with 10,001+ employees

A more user-friendly and simpler process would help speed up the deployment process.

Saurabh Jaiswal

Python AWS & AI Expert at a tech consulting company

For more quotes and insights, download the AWS Glue report

Now, they are coming up with many pricing options, which is tricky; they offer one thing for free, but charge for nine others.

Ramesh Pampana

Manager, SAP Practice at a computer software company with 1,001-5,000 employees

SAP Data Services does handle integration with third-party systems.

Nhlanhla Mgoza

Data Services Consultant at a tech services company with 1-10 employees

The documentation is not up to the mark.

reviewer2686500

SAP BI Architect at a government with 10,001+ employees

For more quotes and insights, download the SAP Data Services report

Setup Cost

AWS Glue offers flexible, efficient serverless architecture but can be costly and unpredictable, especially for smaller organizations.

SAP Data Services pricing is competitive for enterprises but can be substantial for small businesses with variable licensing costs.

Costing depends on resource usage, and cost optimization may involve redesigning jobs for flexibility.

Nivas Srinivasan

Principal Consultant at a retailer with 1,001-5,000 employees

AWS charges based on runtime, which can be quite pricey.

reviewer2322996

Data Architect at a financial services firm with 10,001+ employees

The smallest cost for a project is around €700, while the largest can reach up to €7,000 based on the scale of the usage.

Saurabh Jaiswal

Python AWS & AI Expert at a tech consulting company

For more quotes and insights, download the AWS Glue report

No quotes available

For more quotes and insights, download the SAP Data Services report

Valuable Features

AWS Glue excels with its easy interface, scalable ETL processing, seamless AWS integration, affordability, and serverless architecture.

SAP Data Services provides scalable data migration and integration with advanced features, including ETL, data quality, and SAP connectivity.

For ETL, I feel the performance is excellent. If I create jobs in a standard way, the performance is great, and maintenance is also seamless.

Nivas Srinivasan

Principal Consultant at a retailer with 1,001-5,000 employees

AWS Glue's most valuable features include its transformation capabilities, which provide data quality and shape for processing in ML or AI models.

Saurabh Jaiswal

Python AWS & AI Expert at a tech consulting company

AWS Glue has reduced efforts by 60%, which is the main benefit.

Sridivya Chillappa

application security engineer at Hyperspace IT India

For more quotes and insights, download the AWS Glue report

Ramesh Pampana

Manager, SAP Practice at a computer software company with 1,001-5,000 employees

SAP Data Services is mainly used for extraction of data, and it works with all databases.

reviewer2686500

SAP BI Architect at a government with 10,001+ employees

It remains a fast data-moving tool, faster than most new ones.

Nhlanhla Mgoza

Data Services Consultant at a tech services company with 1-10 employees

For more quotes and insights, download the SAP Data Services report

Categories and Ranking

AWS Glue

Average Rating

7.8

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Cloud Data Integration (1st)

SAP Data Services

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Integration (17th), Data Quality (3rd)

Featured Reviews

Sridivya Chillappa

application security engineer at Hyperspace IT India

Efficient data integration reduces operational time and enhances metadata management

For the initial setup with AWS Glue, I find it easy to set up the data catalog and create Glue jobs using the visual editor or the visual code. Setting permission sets via IAM rules can be a bit tricky at the start, but we ensure Glue has access to AWS S3, Redshift, and other services. Once the role is configured, it runs smoothly. For advanced configurations, connecting to VPCs and setting up connections with JDBC sources takes more time compared to my cloud experience, but overall, for someone with cloud and ETL experience, the setup is manageable and well done.

Read full review

Ramesh Pampana

Manager, SAP Practice at a computer software company with 1,001-5,000 employees

Has consistently provided impressive data handling capabilities and robust security features

Some of the most valuable features of SAP Data Services include data extraction where SAP is the best in that perspective, but when it comes to analytics or the reporting tool, I prefer to connect with Microsoft Power BI, which is a fantastic tool. Typically, from an end-user perspective, SAP has a huge amount of data, in terms of terabytes of data, but when you analyze that, the best form of visualization is always through Microsoft Power BI. SAP Data Services provides a best-in-class return on investment, as SAP's vision and forecast are absolutely amazing. They are ahead of technology, building an ecosystem that meets the standards of the fast-changing digital economy. SAP is indeed good at all this now, with so many components such as SAP Signavio, SAP EINS, SAP Work Zone, SAP ALM, Cloud ALM, SAP public cloud, SAP private cloud, and BTP, all of which are essential to meet the latest cutting-edge technologies.

Read full review

See which vendors are best for you

Use our free recommendation engine to learn which Cloud Data Integration solutions are best for your needs.

See recommendations

900,051 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

19%

Manufacturing Company

Computer Software Company

Comms Service Provider

Manufacturing Company

13%

Construction Company

Government

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	6
Large Enterprise	34

By reviewers
Company Size	Count
Small Business	13
Midsize Enterprise	5
Large Enterprise	36

Questions from the Community

How do you select the right cloud ETL tool?

AWS Glue and Azure Data factory for ELT best performance cloud services.

See all answers

How does Talend Open Studio compare with AWS Glue?

We reviewed AWS Glue before choosing Talend Open Studio. AWS Glue is the managed ETL (extract, transform, and load) from Amazon Web Services. AWS Glue enables AWS users to create and manage jobs in...

See all answers

What are the most common use cases for AWS Glue?

AWS Glue's main use case is for allowing users to discover, prepare, move, and integrate data from multiple sources. The product lets you use this data for analytics, application development, or ma...

See all answers

How do you evaluate the ratio of price to quality for SAP Data Services?

I believe the license for the product is fair, even though some competitors offer similar services at lower prices. The difference between the Edge edition and the next one up is significant in pr...

See all answers

Would you recommend SAP Data Services to complete beginners?

I think after some preparation, a beginner will be able to use SAP Data Services, however, if you are completely unprepared, you may have some issues. I think that in particular you will need a mo...

See all answers

How has SAP Data Services helped your organization?

SAP Data Services has helped our whole staff understand the data across various sources and systems within the company. Not everyone who works at my organization is an IT expert - most just have av...

See all answers

Comparisons

AWS Database Migration Service vs AWS Glue

Compared 39% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs AWS Glue

Compared 6% of the time

SSIS vs AWS Glue

Compared 5% of the time

Palantir Foundry vs AWS Glue

Compared 4% of the time

Amazon Data Firehose vs AWS Glue

Compared 3% of the time

More AWS Glue Competitors

Informatica Intelligent Data Management Cloud (IDMC) vs SAP Data Services

Compared 5% of the time

Syniti Data Quality vs SAP Data Services

Compared 4% of the time

SSIS vs SAP Data Services

Compared 4% of the time

Palantir Foundry vs SAP Data Services

Compared 4% of the time

Qlik Talend Cloud vs SAP Data Services

Compared 4% of the time

More SAP Data Services Competitors

Product Reports

Buyer's Guide

AWS Glue

June 2026

Download AWS Glue product report

Buyer's Guide

SAP Data Services

May 2026

Download SAP Data Services product report

Also Known As

No data available

SAP BusinessObjects Data Services, SAP BusinessObjects Data Integrator, BusinessObjects Data Integrator

Overview

AWS Glue is a serverless data integration service offering seamless integration with AWS services like S3, Redshift, and Athena. Known for its flexibility with data formats and automation of ETL tasks, AWS Glue enhances data management and transformation.

AWS Glue facilitates seamless data extraction, transformation, and loading for businesses, integrating with key AWS services, allowing efficient data pipeline automation. It's valued for a user-friendly GUI, scalability, and cost-effectiveness, supporting PySpark for complex datasets and includes a robust data catalog, real-time backup capabilities, and code generation. Despite its strengths, improvements are needed in documentation, training, and broader programming language support. Users face challenges with its complex interface and integration with non-AWS products, driving demand for enhancements in its usability and performance.

What are AWS Glue's most important features?

Seamless AWS Integration: Connects effortlessly with services like S3, Redshift, and Athena.
Serverless Operation: Removes the need for infrastructure management.
Flexible Data Format Handling: Supports various data formats for comprehensive data management.
User-Friendly GUI: Simplifies the creation and management of ETL jobs.
Data Catalog: Provides an organized repository for metadata management.
Real-Time Data Backup: Ensures data integrity and availability.
Code Generation: Facilitates easy script generation for data processes.

What benefits or ROI should users look for in reviews?

Cost Efficiency: Reduced operational costs through serverless architecture.
High Performance: Efficient data processing and transformation capabilities.
Scalability: Adapts to businesses' evolving data demands.
Ease of Use: Intuitive interface allowing streamlined ETL workflows.
Automation: Simplified data pipeline tasks saving time and effort.

Businesses leverage AWS Glue in industries for ETL processes, data integration, and transformation. It is used to optimize data lakes or warehouses integration, enhancing data cataloging and real-time integration. Its serverless feature enables efficient data processing in sectors like finance and healthcare, where handling complex data-intensive tasks is crucial.

Amazon Web Services (AWS)

SAP Data Services is a comprehensive data integration and management tool known for its robust ETL functionality and seamless data quality management across SAP and non-SAP systems, providing flexibility and effective data handling.

SAP Data Services offers extensive integration capabilities with a range of systems, enabling efficient data migration, warehousing, and quality assurance. Despite challenges in connectivity, SQL optimization, and handling big data, it remains a top choice for data extraction and transformation. Its user-friendly interface and customization options enhance ease of use. The tool is recognized for scalability, performance, customer satisfaction, and supporting complex data transformations for improved analytics.

What are the key features of SAP Data Services?

Integration Capabilities: Facilitates seamless data handling between SAP and non-SAP systems.
Robust ETL Functionality: Enables effective extraction, transformation, and loading of data.
Seamless Data Quality Management: Maintains high standards of data integrity and quality.
Heterogeneous Data Processing: Supports diverse data environments for flexibility.
Powerful Data Transformation: Enhances reporting and analytics through complex transformations.

What benefits and ROI should be considered?

Scalability: Grows with business needs without compromising performance.
Performance: Efficient data processing and management for increased productivity.
Customer Satisfaction: High satisfaction levels due to reliability and performance.
Flexibility: Extensive customization options to suit diverse requirements.
Improved Analytics: Supports rich analytics through comprehensive data integration and transformation.

SAP Data Services is widely implemented across industries like banking, telecom, and manufacturing. Companies leverage it to integrate multiple data sources and manage migrations from legacy to modern platforms such as cloud environments and HANA architecture. It supports complex transformations essential for financial, operational, and business intelligence reporting, enhancing insights and decision-making.

SAP

Sample Customers

bp, Cerner, Expedia, Finra, HESS, intuit, Kellog's, Philips, TIME, workday

EMC Corporation, LivePerson, Eldorado, Mozzart, The VELUX Group, AOK Bundesverband, Hilti Group, Nissha Printing Company Ltd., Asian Paints, Aareal Bank Group, Migros Group

Buyer's Guide

AWS Glue vs. SAP Data Services

June 2026

Free Report: AWS Glue vs. SAP Data Services

Find out what your peers are saying about AWS Glue vs. SAP Data Services and other solutions. Updated: June 2026.

DOWNLOAD NOW

900,051 professionals have used our research since 2012.

See our AWS Glue vs. SAP Data Services report.

See our list of best Cloud Data Integration vendors.

We monitor all Cloud Data Integration reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.