AWS Glue vs SSIS comparison

Amazon Web Services (AWS) and Microsoft 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 80% of Microsoft users who would recommend it.

AWS Glue

Read 50 AWS Glue reviews

7,749 Views
5,424 Comparison Views

90% willing to recommend

SSIS

Read 76 SSIS reviews

15,854 Views
13,000 Comparison Views

80% willing to recommend

AWS Glue

SSIS

Comparison Buyer's Guide

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Executive SummaryUpdated on Feb 8, 2026

SSIS and AWS Glue compete in the ETL (Extract, Transform, Load) software market. AWS Glue appears to have an edge due to its serverless architecture and scalability, especially for organizations heavily using AWS infrastructure.

Features: SSIS offers a drag-and-drop interface for building ETL solutions with minimal background knowledge. It integrates well with Microsoft products, supports complex transformations, and allows custom scripting. AWS Glue excels in its integration within the AWS ecosystem, offers a data catalog, automatic code generation, and seamless connectivity with AWS services, making it ideal for cloud-based processes.

Room for Improvement: SSIS faces challenges with error logging, lacks native version control, and experiences performance issues on large datasets. Users seek improved scalability and modern coding language support. AWS Glue could benefit from enhanced multi-language support, better monitoring, and a more user-friendly interface. It has limitations in cross-platform capabilities outside AWS and transformation options, with concerns about pricing for prolonged usage.

Ease of Deployment and Customer Service: SSIS is mainly deployed on-premises with integration in Microsoft environments but has decreased support as Microsoft shifts to cloud solutions. Customer service is mixed, with community forums being a vital resource. AWS Glue, being serverless, provides simpler cloud deployment appealing to AWS loyal customers, and its customer service is mostly well-regarded, although the setup can be initially complex.

Pricing and ROI: SSIS is often bundled with SQL Server, making it cost-effective for Microsoft users, with no additional licensing fees. AWS Glue uses a pay-as-you-go model, offering scalability but potentially higher costs with increased data processing needs. It's considered cost-effective for cloud-first strategies, but those with heavy data workloads might face increased expenses. Both tools deliver returns by improving data management processes, with financial benefits depending on existing technology investments and data processing needs.

To learn more, read our detailed AWS Glue vs. SSIS Report (Updated: April 2026).

Buyer's Guide

AWS Glue vs. SSIS

April 2026

Download the complete report

Helped 893,221 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

6.5

SSIS is cost-effective, enhancing data management efficiency and integration with SQL Server, providing significant operational and financial benefits.

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

The tool has made us tremendously more efficient and saved us a significant amount of money.

Chris Farris

Manager, Data Operations at a manufacturing company with 5,001-10,000 employees

Using SSIS has proven cost-effective as there are no additional fees outside the SQL Server license, and it significantly enhances data management efficiency.

Albert Lacerda

Managing Partner at Dynamis Informatica

For more quotes and insights, download the SSIS 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

6.0

Users find Microsoft support adequate for critical issues but often use online resources and community support for minor ones.

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

The first line of support needs to be more knowledgeable.

Chris Farris

Manager, Data Operations at a manufacturing company with 5,001-10,000 employees

For more quotes and insights, download the SSIS 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

6.7

SSIS is effective for small to medium enterprises but may face challenges with scalability and performance for large datasets.

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

I would rate the scalability of SSIS at a 7 because we are able to use various third-party items with it, allowing for functionality with a number of different things.

reviewer2318280

Tech Lead at a consultancy with 11-50 employees

For more quotes and insights, download the SSIS 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

7.4

SSIS is highly rated for stability and performance, though minor issues and cloud discrepancies are occasionally noted by users.

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

It processes large volumes of data quickly.

Albert Lacerda

Managing Partner at Dynamis Informatica

For more quotes and insights, download the SSIS report

Room For Improvement

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

SSIS needs enhanced error logging, diverse data integration, user management, ease of use, scalability, and better documentation support.

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

Within the South African context, if you are getting your enterprise agreement from First Technology, they don't provide support.

Sean Achim

Managing Director at Knights Innovation Support Centre

SSIS has a difficult learning curve when dealing with complex transformations.

Albert Lacerda

Managing Partner at Dynamis Informatica

The logging capabilities could be improved, particularly for error logging.

Chris Farris

Manager, Data Operations at a manufacturing company with 5,001-10,000 employees

For more quotes and insights, download the SSIS report

Setup Cost

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

SSIS is economical with SQL Server licenses, offering favorable pricing and integration, though add-ons may increase 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

Utilizing SSIS involves no extra charges beyond the SQL Server license.

Albert Lacerda

Managing Partner at Dynamis Informatica

It was included in our licensing for SQL server, and our licensing for SQL server was extremely cheap, making it a very good price point for us.

Chris Farris

Manager, Data Operations at a manufacturing company with 5,001-10,000 employees

However, it could be a bit cheaper.

reviewer2318280

Tech Lead at a consultancy with 11-50 employees

For more quotes and insights, download the SSIS report

Valuable Features

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

SSIS offers efficient, scalable ETL with seamless Microsoft integration, user-friendly interface, flexibility, and cost-effectiveness, enhancing data processes.

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

I would rate it at a 10 as it is highly reliable; we have never had any problems with it.

Chris Farris

Manager, Data Operations at a manufacturing company with 5,001-10,000 employees

One of the best aspects of SSIS is that it is built into Microsoft SQL Server, so there are no additional costs involved.

Albert Lacerda

Managing Partner at Dynamis Informatica

SSAS is included in the base installation of SQL Server.

Sean Achim

Managing Director at Knights Innovation Support Centre

For more quotes and insights, download the SSIS 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)

SSIS

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Integration (2nd)

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

Chris Farris

Manager, Data Operations at a manufacturing company with 5,001-10,000 employees

User-friendly interface facilitates efficient data migration and reduces operational overhead

Its usability and ease of use are standout features. It is really easy to use - almost too easy at times. Users don't have to be experts to use their tool set and utilize the clicking mechanisms, drop down boxes, and other features to build a package and run it. The configuration is very easy and the system is very stable. I would rate it at a 10 as it is highly reliable; we have never had any problems with it. Very little maintenance is required on my side. While you need to keep the product up to date, the maintenance requirements are minimal. SSIS integrates with all Microsoft tools seamlessly. We have used it against Oracle, DB2 and SQL. It integrates and can move data around from any data platforms, making it very diverse in that standpoint. It is a very robust tool that can work with many data sources, and its main strength is that it is extremely easy to use.

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Comparison Review

it_user90069

BI Expert at a healthcare company with 1,001-5,000 employees

Feb 20, 2014

Informatica PowerCenter vs. Microsoft SSIS - each technology has its advantages but also have similarities

Technology has made it easier for businesses to organize and manipulate data to get a clearer picture of what’s going on with their business. Notably, ETL tools have made managing huge amounts of data significantly easier and faster, boosting many organizations’ business intelligence operations…

Read full review

Top Industries

By visitors reading reviews

Financial Services Firm

19%

Computer Software Company

Manufacturing Company

Comms Service Provider

Financial Services Firm

15%

Government

Computer Software Company

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	6
Large Enterprise	32

By reviewers
Company Size	Count
Small Business	27
Midsize Enterprise	19
Large Enterprise	57

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

Which is better - SSIS or Informatica PowerCenter?

SSIS PowerPack is a group of drag and drop connectors for Microsoft SQL Server Integration Services, commonly called SSIS. The collection helps organizations boost productivity with code-free compo...

See all answers

What is your experience regarding pricing and costs for SSIS?

Pricing is pretty reasonable, so I would rate it at a 5. However, it could be a bit cheaper.

See all answers

What needs improvement with SSIS?

SSIS could be integrated with more services, such as Power BI, to make the reporting structures more user-friendly. The initial setup for SSIS is somewhat complex in the beginning, but once you und...

See all answers

Comparisons

AWS Database Migration Service vs AWS Glue

Compared 38% of the time

Informatica Intelligent Data Management Cloud (IDMC) 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 4% of the time

SnapLogic vs AWS Glue

Compared 3% of the time

More AWS Glue Competitors

Informatica PowerCenter vs SSIS

Compared 5% of the time

Oracle Data Integrator (ODI) vs SSIS

Compared 4% of the time

Skyvia vs SSIS

Compared 4% of the time

dbt vs SSIS

Compared 3% of the time

WhereScape RED vs SSIS

Compared 3% of the time

More SSIS Competitors

Product Reports

Buyer's Guide

AWS Glue

May 2026

Download AWS Glue product report

Buyer's Guide

SSIS

April 2026

Download SSIS product report

Also Known As

No data available

SQL Server Integration Services

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)

SSIS is a versatile tool for data integration tasks like ETL processes, data migration, and real-time data processing. Users appreciate its ease of use, data transformation tools, scheduling capabilities, and extensive connectivity options. It enhances productivity and efficiency within organizations by streamlining data-related processes and improving data quality and consistency.

Microsoft

Sample Customers

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

1. Amazon.com 2. Bank of America 3. Capital One 4. Coca-Cola 5. Dell 6. E*TRADE 7. FedEx 8. Ford Motor Company 9. Google 10. Home Depot 11. IBM 12. Intel 13. JPMorgan Chase 14. Kraft Foods 15. Lockheed Martin 16. McDonald's 17. Microsoft 18. Morgan Stanley 19. Nike 20. Oracle 21. PepsiCo 22. Procter & Gamble 23. Prudential Financial 24. RBC Capital Markets 25. SAP 26. Siemens 27. Sony 28. Toyota 29. UnitedHealth Group 30. Visa 31. Walmart 32. Wells Fargo

Buyer's Guide

AWS Glue vs. SSIS

April 2026

Free Report: AWS Glue vs. SSIS

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