AWS Glue vs Oracle GoldenGate comparison

Amazon Web Services (AWS) and Oracle 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 96% of Oracle users who would recommend it.

AWS Glue

Read 50 AWS Glue reviews

9,204 Views
6,903 Comparison Views

90% willing to recommend

Oracle GoldenGate

Read 52 Oracle GoldenGate reviews

7,393 Views
5,545 Comparison Views

96% willing to recommend

AWS Glue

Oracle GoldenGate

Comparison Buyer's Guide

Download the report

Executive Summary

We performed a comparison between AWS Glue and Oracle GoldenGate based on real PeerSpot user reviews.

Find out what your peers are saying about Amazon Web Services (AWS), Informatica, Palantir and others in Cloud Data Integration.

To learn more, read our detailed Cloud Data Integration Report (Updated: August 2026).

Buyer's Guide

Cloud Data Integration

August 2026

Download the complete report

Helped 909,725 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

5.6

Oracle GoldenGate reduces integration time and costs, enhancing disaster recovery and proving economically beneficial for large budgets.

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

No quotes available

For more quotes and insights, download the Oracle GoldenGate 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

5.2

Oracle GoldenGate's customer service is praised for handling critical issues but criticized for slow responses and initial expertise.

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 rating for Oracle GoldenGate support is a three.

WALID BOUHAJJA

Oracle DBS at Bpifrance

The support team responds quickly, providing feedback which we then implement.

Sadat Mohammad Rifat

Business Manager at LS Systems Philippines

For more quotes and insights, download the Oracle GoldenGate 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

7.3

Oracle GoldenGate is highly scalable, efficiently handling data transformations and integrations despite licensing and configuration complexities.

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

It effectively manages larger databases, such as those of 15 terabytes and above.

PatrickKuria

Enterprise Systems Engineer at Sybyl

For more quotes and insights, download the Oracle GoldenGate 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

Oracle GoldenGate is praised for stability and reliability, with quick issue resolution and superior performance over competitors.

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

Oracle GoldenGate is quite stable.

PatrickKuria

Enterprise Systems Engineer at Sybyl

For more quotes and insights, download the Oracle GoldenGate report

Room For Improvement

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

Oracle GoldenGate requires better user-friendliness, reduced costs, improved support, enhanced scalability, clearer documentation, and expanded non-Oracle database features.

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

The configuration process could be made simpler.

PatrickKuria

Enterprise Systems Engineer at Sybyl

For Oracle GoldenGate, customers face challenges with patching, the latest updates, and encountering bugs.

Sadat Mohammad Rifat

Business Manager at LS Systems Philippines

You can tune Oracle GoldenGate to use more RAM on the source side or more processes.

EmmanuelCatalano

DBA at a tech services company with 5,001-10,000 employees

For more quotes and insights, download the Oracle GoldenGate report

Setup Cost

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

Oracle GoldenGate is costly, with complex licensing; alternatives like Qlik or SAP are often considered due to lower 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

The list price is high, and the price can sometimes seem expensive if the appropriate discount is not applied.

Sadat Mohammad Rifat

Business Manager at LS Systems Philippines

The pricing of Oracle GoldenGate is quite high.

PatrickKuria

Enterprise Systems Engineer at Sybyl

For more quotes and insights, download the Oracle GoldenGate report

Valuable Features

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

Oracle GoldenGate provides real-time data replication, platform integration, and scalability, ensuring data integrity and user-friendly customization.

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

The most valuable feature of Oracle GoldenGate is its ability to sync data in real-time, which is crucial for me.

PatrickKuria

Enterprise Systems Engineer at Sybyl

Oracle GoldenGate is beneficial for data replication and ensures secure data transport.

Sadat Mohammad Rifat

Business Manager at LS Systems Philippines

With Oracle GoldenGate, we were able to apply transformations to the data during the streaming between source and target.

EmmanuelCatalano

DBA at a tech services company with 5,001-10,000 employees

For more quotes and insights, download the Oracle GoldenGate 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)

Oracle GoldenGate

Average Rating

8.2

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

Data Integration (22nd)

Featured Reviews

Nivas Srinivasan

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

The solution improves ETL performance but faces challenges with version upgrades

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. It is serverless, so I do not need to worry about other integrations. It runs on a serverless VM. Glue services from AWS are regularly upgraded with new properties and functions. We use PySpark and other frameworks, which help customize our ETL process in a standard way. During our process, we utilized the typical SQL ITIL process standard in Glue-oriented ETL services, which helped us improve performance and time. AWS running time, mostly during the morning, saved us time compared to the old ETL method. There are many email notifications once a job is successful or fails, and we get notifications using SES or AWS's Simple Notification Service. Glue is integrated with both email alerts, and we are responsible for managing the full data journey from end to end.

Read full review

EmmanuelCatalano

DBA at a tech services company with 5,001-10,000 employees

Real-time data streaming has simplified transformations and kept enterprise databases synchronized

Oracle GoldenGate is good, but I would like to improve it. There is a need for whoever installs and configures Oracle GoldenGate to set the correct parameters for the use cases we need to use. In some cases, we had performance problems related to the streaming because there was a lot of information to stream concurrently. However, you can tune Oracle GoldenGate to use more RAM on the source side or more processes. I think that sometimes what is missing is knowledge about the tool from the person responsible for configuration. At this moment, Oracle GoldenGate is a very good tool, and I do not know in which area we can improve it. Perhaps the debug part of the tool could be improved. In some cases, I use the utility for how Oracle GoldenGate generates messages about the statements that it streams because of bugs, and in some cases, it is not very user-friendly. It may be possible to improve the API or the path related to debugging, but not the tool itself. The tool itself is good. I remember that in some configurations, we had problems with the streaming of DDL, which are changes to Oracle object structures such as tables and procedures. A new feature could be to perform streaming for operational objects such as procedures, functions, packages, or grants. This would synchronize source and target for these aspects, not only for data or the main types of structures, but also for others. I remember that there was some configuration in which you performed the streaming of the entire schema, or if you performed streaming for only tables, then you were unable to stream grants and other Oracle objects. I think it is important to introduce that capability.

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

909,725 professionals have used our research since 2012.

Comparison Review

it_user99375

Database Administrator at a tech services company with 51-200 employees

Mar 31, 2014

Oracle GoldenGate vs. Oracle Active Dataguard

As an Oracle DBA, while working upon high availability of your database you may stumble upon various Oracle strategic capabilities that fall into categories of Oracle Replication. Oracle provides various technologies for replication like GoldenGate, streams, and Active Dataguard. Replication…

Read full review

Top Industries

By visitors reading reviews

Financial Services Firm

20%

Manufacturing Company

Comms Service Provider

Computer Software Company

Financial Services Firm

18%

Manufacturing Company

Construction Company

Government

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	22
Midsize Enterprise	5
Large Enterprise	30

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

What is your experience regarding pricing and costs for Oracle GoldenGate?

The pricing of Oracle GoldenGate depends on the discount we receive from Oracle. If the customer orders a larger quantity, we get a more flexible price. The list price is high, and the price can so...

See all answers

What needs improvement with Oracle GoldenGate?

See all answers

What is your primary use case for Oracle GoldenGate?

I'm working with other Oracle products and Oracle GoldenGate on-premises. I can share my experience with Oracle GoldenGate on-premises. I have used it for several years to stream data between datab...

See all answers

Comparisons

AWS Database Migration Service vs AWS Glue

Compared 42% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs AWS Glue

Compared 6% of the time

SSIS vs AWS Glue

Compared 4% of the time

Palantir Foundry vs AWS Glue

Compared 3% of the time

Amazon Data Firehose vs AWS Glue

Compared 3% of the time

More AWS Glue Competitors

Oracle Data Integrator (ODI) vs Oracle GoldenGate

Compared 7% of the time

Qlik Replicate vs Oracle GoldenGate

Compared 5% of the time

Fivetran vs Oracle GoldenGate

Compared 5% of the time

AWS Database Migration Service vs Oracle GoldenGate

Compared 4% of the time

SharePlex vs Oracle GoldenGate

Compared 4% of the time

More Oracle GoldenGate Competitors

Product Reports

Buyer's Guide

AWS Glue

August 2026

Download AWS Glue product report

Buyer's Guide

Oracle GoldenGate

August 2026

Download Oracle GoldenGate product report

Also Known As

No data available

GoldenGate

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)

Oracle GoldenGate offers seamless data replication and real-time data transformation, supporting heterogeneous databases with ease. It's appreciated for its stability, scalability, and the capability to handle large data volumes efficiently.

Oracle GoldenGate is known for its effective real-time data integration and minimal downtime, making it suitable for high-volume transactions. While praised for its compatibility across platforms and cost-effectiveness, it faces challenges with cost, licensing, and non-Oracle database integration. Its graphical interface and documentation require enhancements, and technical support could be more responsive. Advanced users seek refined API features and improvements in scalability. Despite these, it remains popular for supporting disaster recovery, data integration, and real-time data exchange.

What are the most important features of Oracle GoldenGate?

Seamless Data Replication: Enables consistent data transfer across different platforms.
Real-Time Data Transformation: Facilitates instant data processing and transformation.
Heterogeneous Database Compatibility: Works with various database systems seamlessly.
High Stability and Scalability: Supports massive data volumes with minimal impact on performance.
Real-Time Synchronization: Ensures data is consistently up-to-date without downtime.

What benefits or ROI should users expect when evaluating Oracle GoldenGate?

Cost-Effectiveness: Offers significant returns for complex data environments.
High Availability: minimizes downtime, ensuring continuous data access.
Ease of Installation and Maintenance: Simplifies setup processes, reducing resource strain.
Integration Capabilities: Smoothly integrates with multiple platforms for unified operations.

Oracle GoldenGate is extensively used within industries such as finance and government for data migration, supporting zero-downtime migrations and cloud shifts. These sectors utilize it for centralizing diverse data sources, aiding analytics, and ensuring high availability through disaster recovery solutions.

Oracle

Sample Customers

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

Japan Exchange Group, Daewoo E&C, Herbalife, Starwood Hotels & Resorts, Canon, Turk Telekom

Buyer's Guide

Cloud Data Integration

August 2026

Download Free Report

Find out what your peers are saying about Amazon Web Services (AWS), Informatica, Palantir and others in Cloud Data Integration. Updated: August 2026.

DOWNLOAD NOW

909,725 professionals have used our research since 2012.

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.