BMC AMI DevX vs IBM InfoSphere Optim Test Data Management (TDM) comparison

BMC and IBM are both solutions in the Test Data Management category. BMC is ranked #5 with an average rating of 7.7, while IBM is ranked #6 with an average rating of 7.0. BMC holds a 12.2% mindshare in TDM, compared to IBM’s 6.1% mindshare. Additionally, 91% of BMC users are willing to recommend the solution, compared to 88% of IBM users who would recommend it.

BMC AMI DevX

Read 21 BMC AMI DevX reviews

6,965 Views
905 Comparison Views

91% willing to recommend

IBM InfoSphere Optim Test D...

Read 15 IBM InfoSphere Optim Test Data Management (TDM) reviews

1,222 Views
1,112 Comparison Views

88% willing to recommend

BMC AMI DevX

IBM InfoSphere Optim Test D...

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Executive SummaryUpdated on Mar 15, 2026

IBM InfoSphere Optim Test Data Management and BMC AMI DevX are competing products in the test data management category. IBM InfoSphere Optim TDM appears to have an advantage in data management efficiency, whereas BMC AMI DevX is superior in integration capabilities.

Features: IBM InfoSphere Optim TDM includes automated test data generation, comprehensive data privacy features, and a sophisticated approach to data compliance. BMC AMI DevX offers extensive development tool integration, enhanced data masking capabilities, and flexibility with integrations for diverse development environments.

Room for Improvement: IBM InfoSphere Optim TDM could improve user interface design, reduce complexity in advanced functions, and enhance integration options with non-IBM tools. BMC AMI DevX may benefit from simplifying its deployment process, improving data privacy features, and expanding its data compliance functionalities.

Ease of Deployment and Customer Service: IBM InfoSphere Optim TDM features a straightforward deployment model and comprehensive support that eases setup and onboarding. BMC AMI DevX, although slightly more complex to deploy, provides extensive customer support to quickly resolve technical challenges.

Pricing and ROI: IBM InfoSphere Optim TDM has a higher initial setup cost but yields a favorable ROI due to long-term efficiencies in data compliance and management. BMC AMI DevX features a more affordable initial investment with integration benefits, ensuring a rapid return on investment in development-heavy environments.

To learn more, read our detailed BMC AMI DevX vs. IBM InfoSphere Optim Test Data Management (TDM) Report (Updated: June 2026).

Buyer's Guide

BMC AMI DevX vs. IBM InfoSphere Optim Test Data Management (TDM)

June 2026

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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

BMC AMI DevX

Ranking in Test Data Management

5th

Average Rating

8.0

Reviews Sentiment

6.2

Number of Reviews

Ranking in other categories

Software Configuration Management (1st), Debugging (4th), Database Development and Management (16th), Mainframe Application Development (1st), Mainframe Testing Tools (1st), Data Masking (4th), AI Software Development (202nd)

IBM InfoSphere Optim Test D...

Ranking in Test Data Management

6th

Average Rating

8.0

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of June 2026, in the Test Data Management category, the mindshare of BMC AMI DevX is 12.2%, up from 4.7% compared to the previous year. The mindshare of IBM InfoSphere Optim Test Data Management (TDM) is 6.1%, down from 8.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Test Data Management Mindshare Distribution
Product	Mindshare (%)
BMC AMI DevX	12.2%
IBM InfoSphere Optim Test Data Management (TDM)	6.1%
Other	81.7%

Test Data Management

Featured Reviews

Abulfazal Irfan

Devops Engineer / Ispw Admin at a insurance company with 201-500 employees

Tight deployment controls have secured production and simplified complex release rollbacks

The best feature of BMC AMI DevX Code Pipeline that impresses me is the fallback functionality. The fallback functionality impresses me because when developers deploy large releases involving multiple components, such as COBOL programs, underlying copy books, and CICS modules, backing out changes would typically become a nightmare. With ISPW, developers can back out the entire release or entire package. If they deployed 100 components and want to back out everything, they can do so with one function and back out all components without worrying about backing out each individual component. They can back out the entire deployment set, which handles everything and brings them back to the previous versions. Developers can also selectively back out a subset of the deployed components. They also have the ability to revert to not just the most previous version but can go back several versions if they choose to do so. This gives them a lot of flexibility.

Read full review

Ajai Lal

Project Manager at Mphasis

Supports both legacy and non-legacy systems

The solution's initial setup is neither complex nor too easy. Around six or seven people, including database administrators, were involved in the solution's deployment. On a scale from one to ten, where one is difficult and ten is easy, I rate the solution's initial setup a four to five out of ten.

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

"With the use of ISPW, we were able to reduce our deployment time for specific applications by utilizing the auto-deploy features."

"We had parallel development before, but the way ISPW implements it is better. It has more control and oversight of the process, whereas before, it was like the Wild West. Everybody could have their own package with their own version of the component in it... ISPW is constantly aware of it. It notifies when someone else is using or has a different version of that component."

"As far as the software vendors that I work with go, Compuware has some of the best support, in terms of listening to customer requests and accepting enhancements to the product and the like."

"The plugin ISPW integrated into Eclipse is a really valuable functionality for developers who already use it."

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

"I have worked with DB2's great features in the last five years. The IDAA feature transformed the vision of warehousing, business analytics, and big data at my bank. Besides the mainframe, I saw that this solution was evolutionary. It gives real-time information."

"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."

"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."

More BMC AMI DevX pros

"Optim is a great tool for enterprise data movement, data masking, data sub-setting, data comparison, and data aging."

"Reduces the need to keep expanding data storage Faster query performance with shorter batch execution times Consistent data masking and data integrity in non-production environments Efficient test data management"

"Data masking with consistency across databases and applications is the most valuable feature."

"I like the features compared to other tools, as this tool is more flexible to use than other tools like an Oracle product or SAP product, and I think IBM tools are more flexible, and this tool is also a good product."

"Data archiving saved much storage and improved production performance."

"The product has helped to streamline the Test Data Management (TDM) process."

"Data masking features are the most valuable, as non-production environments are used by diverse parties and data privacy has to be guaranteed."

"The solution can be used on both legacy and non-legacy systems."

More IBM InfoSphere Optim Test Data Management (TDM) pros

Cons

"It's a very complicated tool."

"While I am aware of the possibility to integrate Git with BMC AMI DevX zAdviser, this integration does not fit within our solution landscape."

"I'm waiting to see what 19.2 for Topaz looks like, but I have a problem with the JES Explorer right now. It limits you to a certain prefix for job names and there are some groups that have multiple prefixes that they'd like to see all at once in their job names, because of how they work in a group. And they can't see that in the JES Explorer."

"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."

"Their technical support could be better. There were times where, when we reported bugs, they would fix one bug but add another one. That's probably because of their support model. A lot of organizations are developing software using Agile rather than the Waterfall method, so things are happening all over the place. You get things quicker, but sometimes one fix will break another one or add other bugs."

"The only thing that bothers me about BMC AMI DevX Code Pipeline is the screen movement."

"We have noticed that Topaz supported Eclipse environments are rather old. It would be nice if Topaz were compatible with the more current Eclipse releases."

"The ISPW plugin could be improved to add some functionality which is already in ISPF panels and not in the plugin."

More BMC AMI DevX cons

"The tool needs to have more test data management features like synthetic data generation and data reservation."

"TDM's efficiency in terms of generating reports needs improvement. It could work faster."

"I would like to be able to combine different masking functions on the same column map, making more complex masking without the need of writing an Lua procedure."

"The tool does not support new test data generation."

"Installation is too cumbersome."

"Data masking with InfoSphere Optim products creates intermediary extract files and writing the data to persistent storage, which means that extraction, masking, and insertion happen being separate processes, taking more for the process to run."

"Licensing could be improved. The PVU licensing mechanism is a limiting factor to expanding the use of the tool."

"In the IBM Optim tool, the Synthetic Test Data Generation feature is lagging behind."

More IBM InfoSphere Optim Test Data Management (TDM) cons

Pricing and Cost Advice

"In general, Compuware tools are very competitive."

"The price point is great."

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

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

"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."

"You have to pay yearly for the license, which comes at a reduced cost. The monthly payment option for a shorter project duration is also good."

"We purchase TDM's yearly license."

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Top Industries

By visitors reading reviews

Financial Services Firm

32%

Insurance Company

10%

Manufacturing Company

Construction Company

Financial Services Firm

17%

Computer Software Company

14%

Construction Company

Insurance Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	1
Large Enterprise	18

By reviewers
Company Size	Count
Small Business	1
Midsize Enterprise	1
Large Enterprise	14

Questions from the Community

What is your experience regarding pricing and costs for BMC Compuware Topaz Enterprise Data?

I don't directly deal with the pricing side of the solution.

See all answers

What needs improvement with BMC AMI DevX?

To improve BMC AMI DevX, consideration should be given to cloud-style provisioning and development models, as well as integration of more AI capabilities. Enhancements in VS Code extensions to deve...

See all answers

What is your primary use case for BMC AMI DevX?

BMC AMI DevX solutions are primarily used for mainframe-based resources and application development, encompassing not only COBOL but also Workbench and VS Code for various purposes. Data management...

See all answers

What is your primary use case for IBM InfoSphere Optim Test Data Management (TDM)?

The solution is used mainly for data masking.

See all answers

What advice do you have for others considering IBM InfoSphere Optim Test Data Management (TDM)?

The solution does not need much maintenance. The solution is maintained by the infrastructure team. There is a separate team for the software installation. I would recommend the solution to other u...

See all answers

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Product Reports

Buyer's Guide

BMC AMI DevX

June 2026

Download BMC AMI DevX product report

Buyer's Guide

Test Data Management

May 2026

IBM InfoSphere Optim Test Data Management (TDM) report

Download IBM InfoSphere Optim Test Data Management (TDM) product report

Also Known As

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

IBM Optim Test Data Management, Optim Test Data Management, IBM InfoSphere Optim Test Data Management

Overview

BMC AMI DevX is a mainframe DevOps platform for IBM Z environments that helps development and platform engineering teams increase release velocity, reduce change risk, and build a sustainable mainframe developer workforce.

Whether the priority is attracting the next generation of mainframe talent, safely evolving decades of business-critical code, accelerating release velocity, or demonstrating development ROI to leadership — BMC AMI DevX is designed to address all on a single platform. Teams can connect existing tools and adopt capabilities incrementally using an open-borders integration approach.

A 2025 Forrester Total Economic Impact study found that customers using BMC AMI DevX onboarded developers 50% faster, completed code changes 33% faster, increased release frequency by 50%, and reduced change failure rate by 33%.

Key capabilities:

Modern IDE integration (VS Code, Eclipse) with a unified development environment that reduces context switching
AI-powered code analysis including dependency mapping, impact analysis, and runtime execution path visualization
Automated unit, functional, integration, and performance testing with code coverage analysis
Git-compatible CI/CD integration with event-driven webhooks and an open plug-in library
DORA metrics and DevOps KPI tracking with AI/ML anomaly detection across the mainframe SDLC

BMC

IBM InfoSphere Optim Test Data Management focuses on data masking, test data management, and GDPR compliance, offering benefits like performance and storage optimization through data archiving.

IBM InfoSphere Optim Test Data Management is essential in managing data across non-production environments. It supports data extraction, sub-setting, and load processes, facilitating PII and PHI data protection. Organizations benefit from its flexibility, masking consistency, and cross-database applicability. Despite the need for enhanced data masking options and a more modern interface, IBM InfoSphere Optim Test Data Management provides robust capabilities for handling data through its life cycle, working with popular databases like Oracle, MS SQL Server, and DB2 without direct DB2i connectivity. Efficiency in data validation and transformation is acknowledged though improvements in test data generation and licensing terms are sought.

What key features does IBM InfoSphere Optim Test Data Management offer?

Data Masking: Ensures GDPR compliance with comprehensive masking techniques.
Test Data Management: Streamlines extraction, sub-setting, and loading of test data.
Data Archiving: Improves performance and storage efficiency for better system management.
PII and PHI Protection: Safeguards sensitive information in non-production environments.
Cross-Database Applicability: Supports data management across multiple database systems.

What benefits and ROI should organizations consider?

Enhanced Security: Offers powerful protection for sensitive data, mitigating potential breaches.
Flexibility: Adapts to diverse data environments and organizational requirements effectively.
Performance Optimization: Provides significant improvements in data processing and storage management.
User-Friendly Design: Ensures ease of use across different systems and applications.

IBM InfoSphere Optim Test Data Management is utilized in industries like financial, healthcare, and automotive for data archiving, masking, and test data management. It facilitates production-like data management, addressing data validation and transformation needs throughout the data life cycle, utilizing platforms such as Oracle, MS SQL Server, and DB2.

IBM

Sample Customers

NRB, Iberdrola, Consorzio Servizi Bancari

Dignity Health

Buyer's Guide

BMC AMI DevX vs. IBM InfoSphere Optim Test Data Management (TDM)

June 2026

Free Report: BMC AMI DevX vs. IBM InfoSphere Optim Test Data Management (TDM)

Find out what your peers are saying about BMC AMI DevX vs. IBM InfoSphere Optim Test Data Management (TDM) and other solutions. Updated: June 2026.

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