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

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

"Test data management capabilities are good."

"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."

"Topaz workbench is one of the most integrated into Eclipse that I've seen from the mainframe vendors."

"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."

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

"BMC AMI DevX tools have noticeably impacted our developers' productivity and efficiency."

"We can develop in parallel today on ISPF, but it's giving us the advantage of the newer interface into the mainframe programming languages that younger programmers can use and are familiar with, rather than using the ISPF green screen."

More BMC AMI DevX pros

"Data archiving reduces application performance issues and storage."

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

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

"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."

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

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

"The Data Archive or Data Growth feature is one of the very useful solutions that help organizations to manage and support their database archiving strategies."

"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."

More IBM InfoSphere Optim Test Data Management (TDM) pros

Cons

"Their technical support could be better."

"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."

"I find it more cumbersome to use Topaz."

"I'm always looking for improvement in things like the documentation, to make things a little bit easier and simpler to understand, a place where people can go to troubleshoot issues."

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

"The solution could be improved by being better integrated with the open world. In the next release, I would like to have the ability to work in an open environment whilst remaining integrated with the legacy environment."

"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."

More BMC AMI DevX cons

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

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

"In the past, we have waited months for IBM to resolve the problem."

"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."

"I think it could be more secure. I don't have experience with the security aspects concerning PII data, but I think it can still be streamlined a little more. It could also have some more features, and the initial setup could be more straightforward."

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

"Pricing and licensing is higher compared to other products."

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

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."

"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."

"In general, Compuware tools are very competitive."

"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

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	17

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...

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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

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