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 #4 with an average rating of 7.8, while IBM is ranked #6 with an average rating of 7.0. BMC holds a 12.3% mindshare in TDM, compared to IBM’s 6.1% mindshare. Additionally, 92% of BMC users are willing to recommend the solution, compared to 88% of IBM users who would recommend it.

BMC AMI DevX

Read 23 BMC AMI DevX reviews

7,355 Views
1,030 Comparison Views

92% willing to recommend

IBM InfoSphere Optim Test D...

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

1,308 Views
1,190 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

4th

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 (14th), Mainframe Application Development (1st), Mainframe Testing Tools (1st), Data Masking (4th), AI Software Development (190th)

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 July 2026, in the Test Data Management category, the mindshare of BMC AMI DevX is 12.3%, up from 4.9% compared to the previous year. The mindshare of IBM InfoSphere Optim Test Data Management (TDM) is 6.1%, down from 8.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Test Data Management Mindshare Distribution
Product	Mindshare (%)
BMC AMI DevX	12.3%
IBM InfoSphere Optim Test Data Management (TDM)	6.1%
Other	81.6%

Test Data Management

Featured Reviews

Wisdom Mbiza

Product Engineer at Absa Group

Modern tools have boosted mainframe file extraction speed and simplified everyday workflows

I definitely think BMC AMI DevX could be improved or enhanced in terms of the logging in features. BMC AMI DevX's logging in feature is not so great. Whenever you try to log in, it always prompts you for passwords. Then when you have to switch sessions, because we usually have to switch between production and UAT, there's no quick way of switching between the two. Every time you try to switch, it prompts you to log in. Additionally, there's a pop-up that I always receive. When you click X on it, it doesn't disappear. Eventually, I just end up minimizing it. Furthermore, the startup of BMC AMI DevX takes a long time to start up before it loads. It doesn't just immediately start up and it's ready. It takes a good solid two to three minutes before it's ready so that you can work on it. BMC AMI DevX's logins and the other ones I can understand because security has to be there, but I do feel that once I've logged in, I shouldn't need to log in again. The startup problem is the annoying one because if I want to do something, I need to open it two or three minutes earlier to give it time to load up. The startup problem is the one that definitely needs to be addressed.

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

"Specific outcomes I've seen include roughly 30% faster builds and far fewer failed jobs, and the improvement is noticeable."

"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."

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

"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 beneficial in application development."

"The debugging is really the most important feature, enabling us to be able to step through."

"From a user perspective, the GUIs make it easier for people to see and interact with files on the mainframe."

"BMC AMI DevX Code Pipeline is a solid product that any company can benefit from if they want to have tight control and a standard way of deploying applications into production in a secure manner."

"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."

More BMC AMI DevX pros

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

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

"Makes it really easy to obfuscate big tables involving lots of columns and to manage 100’s of tables without putting in much effort."

"IBM InfoSphere Optim Test Data Management can be found in the following platforms: Windows, Linux, *nix and z/OS; this presents a great opportunity to scale code and develop multiplatform libraries, updating the code once and deploying to all platforms."

"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."

"The platform's ability to generate metrics is the most valuable feature for data management. It is a user-friendly and easy-to-use tool."

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

"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"

More IBM InfoSphere Optim Test Data Management (TDM) pros

Cons

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

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

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

"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."

"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."

"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."

"Initial setup can be tricky in some cases."

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

More BMC AMI DevX cons

"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."

"Improvisation in the area of the self-service user interface for test data management is required to cater to test data needs."

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

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

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

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

"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."

"Installation is too cumbersome."

More IBM InfoSphere Optim Test Data Management (TDM) cons

Pricing and Cost Advice

"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."

"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."

"We purchase TDM's yearly license."

"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."

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Top Industries

By visitors reading reviews

Financial Services Firm

33%

Insurance Company

10%

Manufacturing Company

Construction Company

Financial Services Firm

18%

Computer Software Company

14%

Construction Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	7
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?

See all answers

What is your primary use case for BMC AMI DevX?

I work on mainframe, and some of the developers prefer to code on BMC AMI DevX because it looks more modern. For me, my basic use of it is just to extract information. Most of the time we end up ha...

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

Comparisons

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Compared 7% of the time

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Product Reports

Buyer's Guide

BMC AMI DevX

July 2026

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Buyer's Guide

Test Data Management

June 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)

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