AWS Glue vs IBM App Connect comparison

Amazon Web Services (AWS) and IBM are both solutions in the Cloud Data Integration category. Amazon Web Services (AWS) is ranked #1 with an average rating of 7.6, while IBM is ranked #13 with an average rating of 8.2. Amazon Web Services (AWS) holds a 7.6% mindshare in CDI, compared to IBM’s 2.2% mindshare. Additionally, 90% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 100% of IBM users who would recommend it.

AWS Glue

Read 50 AWS Glue reviews

7,749 Views
5,424 Comparison Views

90% willing to recommend

IBM App Connect

Read 26 IBM App Connect reviews

2,893 Views
1,504 Comparison Views

100% willing to recommend

AWS Glue

IBM App Connect

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 3, 2024

IBM App Connect and AWS Glue are competitive tools in the data integration category. AWS Glue seems to have the upper hand due to its seamless integration with AWS services and cost-effective pricing model.

Features: IBM App Connect offers robust integration with minimal coding and a wide range of pre-built adapters for complex environments. It integrates well with IBM products like WebSphere, ensuring reliability and security. AWS Glue provides automated data cataloging, a serverless architecture for efficient ETL processes, and a no-code, drag-and-drop interface.

Room for Improvement: IBM App Connect could enhance logging capabilities, expand support for more adapters, and improve CI/CD functionalities. It also requires easier installation and better support channels. AWS Glue needs better support for non-AWS environments, improved interface, and reduced complexity in configuring connections and managing pipelines.

Ease of Deployment and Customer Service: IBM App Connect offers deployment flexibility across on-premises and hybrid cloud environments. Support receives mixed reviews for responsiveness. AWS Glue, operating in cloud settings, generally provides timely support, though handling complex queries needs improvement.

Pricing and ROI: IBM App Connect has costly licensing based on consumption and endpoints; however, users see ROI over time. AWS Glue's pay-as-you-go model offers cost efficiency, appreciated for its flexibility, though large-scale deployments may increase costs.

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

Buyer's Guide

AWS Glue vs. IBM App Connect

April 2026

Download the complete report

Helped 894,738 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

7.3

IBM App Connect enhances ROI by reducing resource needs and managing complex operations, requiring skilled practitioners for optimal results.

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

IBM App Connect definitely saves significant time, approximately 50 to 60%.

Nirav Patel

Senior QA Engineer at a tech vendor with 1,001-5,000 employees

For more quotes and insights, download the IBM App Connect 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

IBM App Connect's 24/7 support offers timely help, though complex issues need escalation and response times could improve.

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

When opening a ticket with the global team, problems are resolved promptly and effectively.

Emirhan Guven

Team Leader, Software Development at a manufacturing company with 11-50 employees

The customer support is available 24/7.

Nirav Patel

Senior QA Engineer at a tech vendor with 1,001-5,000 employees

The technical support from IBM is good.

AvinashArepaka1

Developer at a tech vendor with 10,001+ employees

For more quotes and insights, download the IBM App Connect 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

7.5

IBM App Connect excels in cloud scalability, notably in Kubernetes, though costs and larger payloads can challenge Hypervisor Edition.

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

IBM App Connect demonstrates good scalability.

Emirhan Guven

Team Leader, Software Development at a manufacturing company with 11-50 employees

I would rate the scalability of IBM App Connect as nine out of ten.

AvinashArepaka1

Developer at a tech vendor with 10,001+ employees

IBM App Connect is very scalable and a flexible tool.

Nirav Patel

Senior QA Engineer at a tech vendor with 1,001-5,000 employees

For more quotes and insights, download the IBM App Connect 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

IBM App Connect is praised for stability, with issues mostly in complex cases and quick responses to reported problems.

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

Some companies require multiple configurations, including ODBC connections, JDBC connections, different BI databases, main databases, and replication servers.

Emirhan Guven

Team Leader, Software Development at a manufacturing company with 11-50 employees

For more quotes and insights, download the IBM App Connect report

Room For Improvement

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

IBM App Connect needs improvements in logging, interface, integrations, setup, cost, security, debugging, observability, and reliability.

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

Version 13 includes around 200 features with cloud platform compatibility.

Emirhan Guven

Team Leader, Software Development at a manufacturing company with 11-50 employees

I find it particularly good for on-premises and now cloud use.

AvinashArepaka1

Developer at a tech vendor with 10,001+ employees

Better debugging and observability would help us track any single transaction end-to-end across steps and connectors.

Nirav Patel

Senior QA Engineer at a tech vendor with 1,001-5,000 employees

For more quotes and insights, download the IBM App Connect report

Setup Cost

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

IBM App Connect is costly but valued by enterprises for quality; licensing complexities require expertise and allow for discounts.

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

For insurance companies with simple JDBC connections, the process is straightforward.

Emirhan Guven

Team Leader, Software Development at a manufacturing company with 11-50 employees

For more quotes and insights, download the IBM App Connect report

Valuable Features

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

IBM App Connect offers easy integration with minimal coding, pre-built adapters, security, scalability, rapid deployment, and flexible integration.

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

Overall, 50 to 60% of the time is saved when using IBM App Connect.

Nirav Patel

Senior QA Engineer at a tech vendor with 1,001-5,000 employees

The transformation capabilities in IBM App Connect are particularly beneficial.

Emirhan Guven

Team Leader, Software Development at a manufacturing company with 11-50 employees

The features I find most valuable are message routing, message transformation, and protocol translation.

AvinashArepaka1

Developer at a tech vendor with 10,001+ employees

For more quotes and insights, download the IBM App Connect report

Categories and Ranking

AWS Glue

Ranking in Cloud Data Integration

1st

Average Rating

7.8

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

IBM App Connect

Ranking in Cloud Data Integration

13th

Average Rating

8.2

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of May 2026, in the Cloud Data Integration category, the mindshare of AWS Glue is 7.6%, down from 19.4% compared to the previous year. The mindshare of IBM App Connect is 2.2%, down from 4.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Cloud Data Integration Mindshare Distribution
Product	Mindshare (%)
AWS Glue	7.6%
IBM App Connect	2.2%
Other	90.2%

Cloud Data Integration

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

Nirav Patel

Senior QA Engineer at a tech vendor with 1,001-5,000 employees

Cloud workflows have accelerated integrations and now demand better debugging and DevOps support

IBM App Connect provides many features, but there are several areas for improvement. Better debugging and observability would help us track any single transaction end-to-end across steps and connectors. Features such as a step-by-step line view and one-click download for flow execution would be beneficial. Improved CI/CD pipeline and GitOps experience would be valuable. The team wants flows as code and predictable promotion across development, test, and production environments. Stronger native Git integration, export-import functionalities, and first-class pipeline templates like Jenkins, GitHub, and Azure DevOps would be beneficial. More cloud-native, lightweight runtime options would be very helpful. Connector reliability and consistency need improvement because some connectors feel more mature than others, and version changes can break mapping. Pricing and licensing clarity is important because the licensing is complex and can slow down adoption and planning. Some improvement areas include handling very complex structures that the platform currently does not support. Improvements on the DevOps side, particularly providing templates, would be beneficial. The platform is somewhat expensive and hard to predict in terms of cost. Debugging features need to be provided. For CI/CD, the flows are not truly accurate and need improvement.

Read full review

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Top Industries

By visitors reading reviews

Financial Services Firm

19%

Computer Software Company

Manufacturing Company

Comms Service Provider

Financial Services Firm

19%

Manufacturing Company

15%

Computer Software Company

Retailer

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	4
Midsize Enterprise	4
Large Enterprise	21

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 do you like most about IBM App Connect?

I like the adapters. The adapters help us achieve scalability. If you want to connect to SAP, there's an adapter. Salesforce? There's an adapter. You want to connect to another system? There's like...

See all answers

What is your experience regarding pricing and costs for IBM App Connect?

Configuration time varies by implementation. For insurance companies with simple JDBC connections, the process is straightforward. However, companies requiring multiple configurations for ODBC, JDB...

See all answers

What is your primary use case for IBM App Connect?

IBM App Connect serves as our integration platform, allowing us to connect application systems and data without heavy load or heavy coding. In my current organization, we use the AWS cloud, and IBM...

See all answers

Comparisons

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Compared 39% of the time

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Compared 5% 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 4% of the time

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webMethods.io vs IBM App Connect

Compared 15% of the time

MuleSoft Anypoint Platform vs IBM App Connect

Compared 11% of the time

IBM Cloud Pak for Integration vs IBM App Connect

Compared 8% of the time

Matillion Data Productivity Cloud vs IBM App Connect

Compared 6% of the time

TIBCO BusinessWorks vs IBM App Connect

Compared 6% of the time

More IBM App Connect Competitors

Product Reports

Buyer's Guide

AWS Glue

May 2026

Download AWS Glue product report

Buyer's Guide

IBM App Connect

May 2026

Download IBM App Connect product report

Also Known As

No data available

IBM Cast Iron

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)

IBM App Connect provides efficient and secure app integration with expansive connectors and a low-code interface that simplifies complex integrations and supports Kubernetes scalability.

IBM App Connect is designed for seamless integration of applications, offering extensive security and scalability features. Its intuitive interface leverages a low-code approach to save time and simplify integrations. The platform supports hybrid environments with adapters that reduce custom API work, while advanced features such as message routing, transformation, and protocol translation enhance its functionality. Built-in error handling and comprehensive documentation aid in efficient operations. Users highlight areas for improvement in command line integration, community support, and CI/CD capabilities. More connectors and enhanced event streaming can better meet modern needs.

What are the key features of IBM App Connect?

Extensive Connectors: Simplifies integration across systems.
Low-Code Interface: Streamlines complex tasks.
Message Routing & Transformation: Enhances data processing.
Protocol Translation: Supports seamless communication.
Error Handling & Documentation: Improves operational efficiency.

What benefits should users expect in reviews?

Time Savings: Quick deployment with low-code tools.
Scalability: Supports back-end Kubernetes infrastructure.
Security: Ensures reliable integration processes.
Hybrid Support: Facilitates cloud and on-premises operations.

Organizations use IBM App Connect to integrate applications, orchestrate data, and implement enterprise service bus functionalities. It connects applications, validates data, and facilitates communication between diverse systems. Serving as an integration hub, it supports cloud and on-premises infrastructures crucial in sectors like banking, e-commerce, and CRM. Many users rely on it for API development, ETL tasks, and automating workflows with both cloud and on-premises setups.

IBM

Sample Customers

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

United Way of Allegheny County, Saint-Gobain CPS, Ricoh, SunTrust Banks Inc.

Buyer's Guide

AWS Glue vs. IBM App Connect

April 2026

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