AWS Glue vs BMC AMI DevX comparison

Amazon Web Services (AWS) and BMC 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 90% of BMC users who would recommend it.

AWS Glue

Read 50 AWS Glue reviews

6,826 Views
4,642 Comparison Views

90% willing to recommend

BMC AMI DevX

Read 19 BMC AMI DevX reviews

4,806 Views
481 Comparison Views

90% willing to recommend

AWS Glue

BMC AMI DevX

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between AWS Glue and BMC AMI DevX 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. BMC AMI DevX Report (Updated: March 2026).

Buyer's Guide

AWS Glue vs. BMC AMI DevX

March 2026

Download the complete report

Helped 885,376 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:

Categories and Ranking

AWS Glue

Average Rating

7.8

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Cloud Data Integration (1st)

BMC AMI DevX

Average Rating

8.0

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

Software Configuration Management (1st), Debugging (9th), Database Development and Management (19th), Mainframe Application Development (1st), Test Data Management (6th), Mainframe Testing Tools (1st), Data Masking (6th), AI Software Development (200th)

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

Patricio-Martinez

Developer at Selfemployed

Good for large amounts of data and has a variety of use cases but can be complex to use

It's a very complicated tool. Sometimes the customer wants better, faster transaction times. They want the solution to move as fast as possible. We're trying to scale and grow our application with more servers to get the level of speed desired. Everything from small processes to big batch processing needs to be faster.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"Transformations are valuable because you can modify or override complex data logic from an open source or Spark to solve issues."

"For ETL, I feel the performance is excellent."

"Data catalog and triggers are the two best features for me. AWS Glue has its own data catalog, which makes it great and really easy to use. Triggers are also really good for scheduling the ETL process."

"It is AWS-integrated. There is end-to-end integration with the other AWS services. It is also user-friendly."

"It is AWS-integrated, there is end-to-end integration with the other AWS services, and it is also user-friendly."

"Glue is a NoSQL-based data ETL tool that has some advantages over IIS and ISAs."

"We have found it beneficial when moving data from one source to another."

More AWS Glue pros

"It speeds up processes, makes things easier, more efficient, and from a mainframe perspective, the way the mainframe is utilized has become that much easier."

"Compuware Xpediter is one of the best debugging tools for mainframe software development."

"I like that Compuware File-AID can actually map out control sections within load modules, or, as they're now known, program objects."

"Once we got the configurations and deployment rolled out, it was very stable. I haven't had any major issues with Eclipse or the Topaz Workbench plugins."

"It's a modernized development portal and helps reduce the learning curve for younger people coming in to work on the platform."

"My guess is this would have taken twice as long, or we would have had many more issues without using Xpediter."

"We have seen an improvement in the rate and level of quality at which we deploy changes."

"It helps our staff work by speeding up their documentation process."

More BMC AMI DevX pros

Cons

"AWS Glue is more costly compared to other tools like Airflow."

"It is quite clunky and code-heavy, which is my biggest problem."

"I am quite technical, yet when it comes to data pipelines, I prefer using GUIs over code-based calls. It might be easier with a different skill set."

"The crucial problem with AWS Glue is that it only works with AWS."

"The product is expensive for data streaming. This area needs improvement."

"The solution needs to expand its 30-minute query or runtime."

"We face performance issues when using AWS Glue for data transformation and integration."

"When comparing to tools such as Airflow, Glue workflows are still relatively basic in terms of flexibility and complex branching."

More AWS Glue cons

"The area for improvement is related to the testing tools that are available for unit testing or acceptance testing."

"It's a very complicated tool."

"Better discussions to identify inventory prior to the start of any migration would be helpful for potential clients that have applications with code that is not modified often."

"The ability to edit source code that has special characters is limited. The ability to incorporate or convert REXX into macros that are usable under the Topaz software is not there. And the REXX macros that I have developed over 40 years of work are useless, so I have a toolbox I can't use or deploy using the Topaz technology, while I can use it under MVS."

"There are some features that are not well documented, so documentation could use a little help, on things like setting up deployment and which structures in the database correspond to which tables."

"It would be good if the vendors would work together or at least have some collaboration between them, so they would know what would work and what wouldn't work. Right now, the way things are working, they're relying on the customer to make everything work."

"Topaz Workbench often doesn't play well with other plugins in the environment."

"We plan to replace BMC Compuware File-AID due to its price. Two years back, we paid 11,000 dollars. However, the current price is 27,900 dollars. The price has increased to at least eight times its initial cost. We would need to pay around 60,000 dollars to have all three products together. We also encountered issues during version updates."

More BMC AMI DevX cons

Pricing and Cost Advice

"The solution's pricing is based on DPUs so it is a good idea to optimize use or it can get expensive."

"If you are using the solution for an enterprise business, it will be expensive."

"I rate the tool's pricing a four out of ten."

"This solution is affordable and there is an option to pay for the solution based on your usage."

"It is not expensive. AWS Glue works on the serverless architecture. We get charged for the time the server is up. For our use case, we have to use it once in a day, and it is not expensive for us."

"AWS Glue follows a pay-as-you-go model, wherein the cost of the data you use will be counted as a monthly bill."

"I rate pricing an eight out of ten."

"Its price is good. We pay as we go or based on the usage, which is a good thing for us because it is simple to forecast for the tool. It is good in terms of the financial planning of the company, and it is a good way to estimate the cost. It is also simple for our clients. In my opinion, it is one of the best tools in the market for ETL processes because of the fact that you pay as you use, which separates it from other big tools such as PowerCenter, Pentaho Data Integration, and Talend."

More AWS Glue pricing and cost advice

"I like the seat-based licensing much more than MSU-based licensing, and that the cost has been competitive."

"The only thing I would mention related to the licensing and/or the pricing, is that they have some visualization features in there that are licensed by concurrent users. We're starting to trip up on that. We're looking to probably increase the number of concurrent licenses that we have. But those types of licensing strategies, where they license by concurrent users or the number of seats is confusing for some people. They don't understand why it works sometimes and doesn't work other times."

"The price point is great."

"In terms of pricing, there isn't an extra charge for the parts of it we use. It comes with the licenses we purchased for other products, so no complaints there. The licensing is built in with the other products that you purchase from Compuware."

"It has saved our developers time and effort when working on documentation, which is now more readable and fluent."

"In general, Compuware tools are very competitive."

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Top Industries

By visitors reading reviews

Financial Services Firm

19%

Computer Software Company

10%

Manufacturing Company

Government

Financial Services Firm

32%

Insurance Company

10%

Manufacturing Company

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	32

By reviewers
Company Size	Count
Small Business	6
Large Enterprise	16

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 BMC Data Management for IMS and DB2 on zOS?

BMC Data Management improved our data recovery process by simplifying it.

See all answers

What needs improvement with BMC Data Management for IMS and DB2 on zOS?

One area for improvement with this product could be in providing clearer guidance and tools for disaster recovery planning and execution. As someone involved in managing infrastructure, understandi...

See all answers

What advice do you have for others considering BMC Data Management for IMS and DB2 on zOS?

From my perspective as an infrastructure guy, the most valuable aspect of BMC's data management solutions was their ability to optimize CPU cycles, improving IMS performance without directly impact...

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 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

Endevor vs BMC AMI DevX

Compared 12% of the time

IBM File Manager vs BMC AMI DevX

Compared 8% of the time

InterTest vs BMC AMI DevX

Compared 6% of the time

Broadcom Test Data Manager vs BMC AMI DevX

Compared 5% of the time

IBM Debug for z/OS vs BMC AMI DevX

Compared 4% of the time

More BMC AMI DevX Competitors

Product Reports

Buyer's Guide

AWS Glue

March 2026

Download AWS Glue product report

Buyer's Guide

BMC AMI DevX

March 2026

Download BMC AMI DevX product report

Also Known As

No data available

File-AID, Data for Db2, Code Debug, Data Studio, Workbench for Eclipse, Code Pipeline

Overview

AWS Glue is a serverless cloud data integration tool that facilitates the discovery, preparation, movement, and integration of data from multiple sources for machine learning (ML), analytics, and application development. The solution includes additional productivity and data ops tooling for running jobs, implementing business workflows, and authoring.

AWS Glue allows users to connect to more than 70 diverse data sources and manage data in a centralized data catalog. The solution facilitates visual creation, running, and monitoring of extract, transform, and load (ETL) pipelines to load data into users' data lakes. This Amazon product seamlessly integrates with other native applications of the brand and allows users to search and query cataloged data using Amazon EMR, Amazon Athena, and Amazon Redshift Spectrum.

The solution also utilizes application programming interface (API) operations to transform users' data, create runtime logs, store job logic, and create notifications for monitoring job runs. The console of AWS Glue connects all of these services into a managed application, facilitating the monitoring and operational processes. The solution also performs provisioning and management of the resources required to run users' workloads in order to minimize manual work time for organizations.

AWS Glue Features

AWS Glue groups its features into four categories - discover, prepare, integrate, and transform. Within those groups are the following features:

Automatic schema discovery: AWS Glue crawlers connect to the organization's source or target data source through a prioritized list of classifiers to determine the schema for users' data. This feature creates metadata in companies' AWS Glue Data Catalog.
Schemas for data stream management: The AWS Glue Schema Registry enables users to validate and control the evolution of streaming data through registered Apache Avro schemas for no additional charge.
Automatic scaling based on workload: This feature dynamically scales resources up and down based on workload. The feature controls job resources, removing them depending on how much the workload can be split up.
FindMatches: This feature is for machine learning-based data deduplication and cleansing, and works by finding records that are imperfect matches of each other to remove useless data copies.
Edit, debug, and test ETL code: This feature helps users who have chosen to interactively develop their ETL code by providing development endpoints for editing, debugging, and testing the code it generates for them.
AWS Glue DataBrew: An interactive, point-and-click visual interface for specialists to clean and normalize data without the need to write any code.
AWS Glue Interactive Sessions: This feature simplifies the development of data integration jobs by enabling data engineers to interactively prepare and explore data.
AWS Glue Studio Job Notebooks: This AWS Glue feature provides serverless notebooks with minimal setup, allowing developers to start working in a timely manner.
Complex ETL pipeline building: This feature allows the product to be invoked on a schedule, on demand, or based on an event, allowing users to start multiple jobs in parallel or specify dependencies to build complex ETL pipelines.
AWS Glue Studio: This AWS Glue feature allows users to visually transform data through a drag-and-drop interface. The product automatically generates the code for ETL processes for users' data.

AWS Glue Benefits

AWS Glue offers a wide range of benefits for its users. These benefits include:

Users of other AWS products can easily onboard with AWS Glue, as it is integrated across a wide range of the company's services.
The solution is serverless, which allows for a lower total cost of ownership.
AWS Glue offers more power for users, as it automates much of the effort in building, maintaining, and running ETL jobs.
The product allows customers to easily discover and search across all their AWS datasets through AWS Glue Data Catalog.
AWS Glue does not require additional payment for managing and enforcing schemas for data streams.
The solution facilitates the authority of scalable ETL jobs for beginners and non-coding experts through a drag-and-drop interface.

Reviews from Real Users

Mustapha A., a cloud data engineer at Jems Groupe, likes AWS Glue because it is a product that is great for serverless data transformations.

Liana I., CEO at Quark Technologies SRL, describes AWS Glue as a highly scalable, reliable, and beneficial pay-as-you-go pricing model.

Amazon Web Services (AWS)

BMC AMI DevX is a comprehensive solution enhancing code management and testing efficiency. It offers debugging capabilities within financial applications and integrates data management seamlessly, serving major banking sectors with reliable performance.

AMI DevX is tailored for banking industries, optimizing application debugging in COBOL and enhancing data handling in robust financial systems. It simplifies mainframe data management with real-time insights, improving efficiency through editing and cloning functionalities. The tool's integration with Compuware File-AID for IMS and DB2 ensures streamlined development processes. Challenges include a steep DB2 learning curve and initial setup complexities, with technical support inconsistencies and steep pricing impacting affordability. Despite this, its valuable features significantly support large banking operations.

What features make BMC AMI DevX valuable?

Line-by-Line Code Debugging: Allows precise identification and rectification of issues.
Variable Change & Line Skipping: Flexibility in testing without recompiling.
Database-Independent Testing: No need for loading databases during testing.
Real-Time Data Insights: Enhances decision-making with immediate information.
Data Warehousing & Analytics: Facilitates comprehensive data analysis.
Integration & Formatting: Streamlines development by simplifying data processes.

What benefits should users look for in reviews?

Improved Efficiency: Streamline data management and editing capabilities.
Robust Debugging: Effective in both online and batch COBOL program debugging.
Enhanced Financial Application Support: Superior handling in grants and loans applications.
Comprehensive Testing: Enables creation of clone test files for thorough testing.

In large banking sectors, BMC AMI DevX is integral for grants and loans-related applications. Its robust nature supports financial systems, offering debugging for COBOL, updating data in Compuware File-AID for IMS, and integrating DB2. Users implement this for exceptional data management and application reliability.

BMC

Sample Customers

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

Helvetia, The IMT Group, Hapag-Lloyd, Royal Bank of Canada, Chunghwa Telecom

Buyer's Guide

AWS Glue vs. BMC AMI DevX

March 2026

Free Report: AWS Glue vs. BMC AMI DevX

Find out what your peers are saying about AWS Glue vs. BMC AMI DevX and other solutions. Updated: March 2026.

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