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

7,756 Views
4,809 Comparison Views

90% willing to recommend

BMC AMI DevX

Read 19 BMC AMI DevX reviews

4,026 Views
242 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: September 2025).

Buyer's Guide

AWS Glue vs. BMC AMI DevX

September 2025

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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 (8th), Database Development and Management (20th), Mainframe Application Development (1st), Test Data Management (7th), Mainframe Testing Tools (1st), Data Masking (8th)

Featured Reviews

Saurabh Jaiswal

Python AWS & AI Expert at a tech consulting company

Enables seamless integration and data preparation with robust transformation capabilities

AWS Glue's most valuable features include its transformation capabilities, which provide data quality and shape for processing in ML or AI models. It offers transformation options on canvas or through ETL pipelines, notebooks, and code. Additionally, it supports data preparation, cleaning, and filtering seamlessly. AWS Glue also enhances job scheduling and orchestration capabilities, integrating with AWS Glue Studio for comprehensive data workflow management.

Read full review

Brian Westerman

Director of R&D at Syzygy Inc.

Helps to make mainframe data management process easier and saves manhours

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.

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

"AWS Glue is quite better than other tools, but you have to learn it properly before you start using it."

"Its user interface is quite good. You just need to choose some options to create a job in AWS Glue. The code-generation feature is also useful. If you don't want to customize it and simply want to read a file and store the data in the database, it can generate the code for you."

"I also like that you can add custom libraries like JAR files and use them. So, the ability to use a fast processing engine and embed basic jobs easily are significant advantages."

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

"What I like best about AWS Glue is its real-time data backup feature. Last week, there was a production push, and what used to take almost ten days to send out around fifty-six thousand emails now takes only two hours."

"AWS Glue's most valuable features are the data catalog, including crawlers and tables, and Glue Studio, which means you don't have to use custom code."

"The product has a valuable feature for data catalog."

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

More AWS Glue pros

"I think the most valuable features are code management, code deployment, and code generation. The fact that those three features are included makes BMC Compuware ISPW a robust product. If one of those features was missing, it would be less robust and less interesting. But because it has those three features, it is a very good solution for code development and management."

"One of the features that the developers like is that they can retrieve what they need with the tool. They don't have to go through some process or request something be done by another team. They can get the programs they need, compile them, retrieve the JCL and alter the JCL if they need to, and put these programs wherever they need to go for their testing."

"Test data management capabilities are good."

"The visual ability to see potential downstream impacts to changes being made assists our developers in understanding the impact associated with their change."

"The smart editor helps because it will code-complete for me. I can see code working a lot faster and I'm able to get things coded in less time."

"It does our CICS NEWCOPYs and our Db2 binds for us, whereas before, that was a manual process. It takes a lot of the workload off of the operations folks and off the DBAs."

"I like the ability to flow through the source and see what happens to the data as the statements are executed. If there is a fault, it will track the event, and we can then look back to see why it may have caused the fault. You can also reverse engineer your test. You can set it so that you can go backward as well as forward in your test. This is something that I haven't done here at my company. Compuware Xpediter is one of the best debugging tools for mainframe software development. We have currently licensed only the COBOL language for Xpediter, but I know they have other languages, including Assembler, PL/I."

"The most valuable feature of Topaz is Xpediter. It's more flexible than Xpediter through MVS."

More BMC AMI DevX pros

Cons

"The solution’s stability could be improved."

"On occasion, the solution's dashboard reports that a project failed due to runtime but it actually succeeded."

"The technical support for this solution could be improved. In future, we would like to connect more services like Athena or Kinesis to help control more loads of data."

"The process of entering environment variables in AWS Glue requires navigating to a different page, which could be streamlined."

"The start-up time is really high right now. For instance, when you start up a new job, you have to wait for five or eight minutes before it starts. If the start-up time is reduced to one or two minutes, it will be great. It will be better to have a direct linkage to Redshift in AWS. If we can use data catalogs from Redshift, it will be so easy to create some data catalogs. Currently, we can only use data catalogs from S3."

"While working on AWS Glue, I could not find any training material for it."

"AWS Glue should be more reliable and faster in processing. Enhancing the speed of data processing would be beneficial."

"If there's a cluster-related configuration, we have to make worker notes, which is quite a headache when processing a large amount of data."

More AWS Glue cons

"It's not as intuitive as it should be. In terms of navigation, there is a large training curve for using it. For a millennial it might be better, if they're used to Eclipse. But coming from a non-Eclipse environment and using Eclipse, though I have experience with Eclipse, it might be cumbersome."

"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."

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

"When you're setting up the parameters for how ISPW will work in your shop, there are a lot of questions that have to be answered... BMC Compuware should have more in-depth explanations about what the choices in each question mean. If you pick A, what does that mean has to happen? What does that impact? If you pick B, what does that mean? What does that impact?"

"DB2 is a hard tool to grasp. It's hard for users to learn how to use it. It's not easy to see how it works."

"It would be nice to have an audit trail to see what mainframe developers are using what."

"One thing I would really like to see some improvement on is the promotion diagnostic messages. It invokes utilities "under the covers" to copy components, and it does not echo back any of the error messages from those utilities."

More BMC AMI DevX cons

Pricing and Cost Advice

"The current cost is around forty to fifty thousand a month."

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

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

"Technical support is a paid service, and which subscription you have is dependent on that. You must pay one of them, and it ranges from $15,000 to $25,000 per year."

"AWS Glue uses a pay-as-you-go approach which is helpful. The price of the overall solution is low and is a great advantage."

"I rate pricing an eight 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."

More AWS Glue pricing and cost advice

"The price point is great."

"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."

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

"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."

"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."

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Top Industries

By visitors reading reviews

Financial Services Firm

21%

Computer Software Company

12%

Manufacturing Company

Government

Financial Services Firm

36%

Insurance Company

12%

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	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 Compuware File-AID?

The product has made our mainframe data management process easier. It has helped us save manhours. The tool's most valuable feature is the ability to edit tape files. Its ability to clone files is ...

See all answers

What needs improvement with Compuware File-AID?

See all answers

What is your primary use case for Compuware File-AID?

We use the solution clone test files.

See all answers

Comparisons

AWS Database Migration Service vs AWS Glue

Compared 31% of the time

SSIS vs AWS Glue

Compared 6% of the time

Oracle Integration Cloud Service vs AWS Glue

Compared 6% of the time

Palantir Foundry vs AWS Glue

Compared 5% of the time

SnapLogic vs AWS Glue

Compared 5% of the time

More AWS Glue Competitors

Endevor vs BMC AMI DevX

Compared 29% of the time

IBM File Manager vs BMC AMI DevX

Compared 16% of the time

IBM Debug for z/OS vs BMC AMI DevX

Compared 9% of the time

InterTest vs BMC AMI DevX

Compared 9% of the time

IBM Developer for z/OS Enterprise Edition (IDzEE) vs BMC AMI DevX

Compared 6% of the time

More BMC AMI DevX Competitors

Product Reports

Buyer's Guide

AWS Glue

October 2025

Download AWS Glue product report

Buyer's Guide

BMC AMI DevX

October 2025

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

September 2025

Free Report: AWS Glue vs. BMC AMI DevX

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