BMC AMI DevX vs DataMasque comparison

Why PeerSpot?

BMC and DataMasque are both solutions in the Data Masking category. BMC is ranked #3 with an average rating of 8.0, while DataMasque is ranked #8 with an average rating of 10.0. BMC holds a 5.7% mindshare in DM, compared to DataMasque’s 1.1% mindshare. Additionally, 94% of BMC users are willing to recommend the solution, compared to 100% of DataMasque users who would recommend it.

BMC AMI DevX

Read 33 BMC AMI DevX reviews

9,203 Views
1,472 Comparison Views

94% willing to recommend

DataMasque

Read 5 DataMasque reviews

1,904 Views
248 Comparison Views

100% willing to recommend

BMC AMI DevX

DataMasque

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between BMC AMI DevX and DataMasque based on real PeerSpot user reviews.

Find out in this report how the two Data Masking solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed BMC AMI DevX vs. DataMasque Report (Updated: September 2026).

Buyer's Guide

BMC AMI DevX vs. DataMasque

September 2026

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Helped 919,894 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

BMC AMI DevX

Ranking in Data Masking

3rd

Average Rating

8.0

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Software Configuration Management (1st), Debugging (2nd), Database Development and Management (11th), Mainframe Application Development (1st), Test Data Management (4th), Mainframe Testing Tools (1st), AI Software Development (30th)

DataMasque

Ranking in Data Masking

8th

Average Rating

9.4

Reviews Sentiment

4.3

Number of Reviews

Ranking in other categories

Data Governance (29th)

Mindshare comparison

As of October 2026, in the Data Masking category, the mindshare of BMC AMI DevX is 5.7%, up from 4.2% compared to the previous year. The mindshare of DataMasque is 1.1%. It is calculated based on PeerSpot user engagement data.

Data Masking Mindshare Distribution
Product	Mindshare (%)
BMC AMI DevX	5.7%
DataMasque	1.1%
Other	93.2%

Data Masking

Featured Reviews

Mitanshu Shrimali

System Engineer at a tech vendor with 10,001+ employees

Modern workflows have accelerated mainframe delivery and simplify understanding legacy code

BMC AMI DevX can be improved primarily by streamlining initial configuration and installation, simplifying advanced documentation, and enhancing UI/UX feature discoverability. While the platform successfully bridges modern IDEs such as VS Code with z/OS, user feedback highlights the need for simplifying setup and onboarding configuration. The initial installation and login process can be simplified. Although it feels complex initially, once completed, there is nothing to do with installation repeatedly since it is a one-time process. However, it is still somewhat complex. Basic tutorials are available that address teams implementing the configuration of multi-vendor tools and integration, but documentation gaps exist that frequently force heavy reliance on vendor support. Additionally, certain components across the workspace and diagnostic tools retain a legacy feel or hide powerful features behind deep menus, so UI/UX features can be simplified. Integrating with non-BMC enterprise testing or new CI/CD orchestrators can require custom engineering rather than native plug-and-play connectors. Optimizing large-scale performance is also important, as heavy resource consumption during deep runtime analysis for large-scale code mapping can impact performance over slower network connections for extremely dense application modules.

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Aditya Sasmal

Data Engineer at a manufacturing company with 10,001+ employees

Masked finance data has enabled compliant AI modeling and now needs better UX and virtualization

DataMasque can be improved by focusing on having a virtualization setup. Unlike heavy enterprise alternatives such as Delphix, DataMasque handles static masking but does not offer built-in data virtualization, thin provisioning, or rapid dynamic data masking, which is a disadvantage for us. Another area for improvement is the single instance development, as it lacks a distributed or native scale-out engine for massive multi-terabyte clusters, which can limit raw performance compared to distributed systems. If DataMasque works on this, it would be really great, provided that the cost does not increase significantly. The GUI and UX complexity can be made more simple and intuitive for non-technical users. I would add more about needed improvements by introducing native self-service portals because it actually builds a robust, role-based UI layer that lets developers, stakeholders, business analysts, or QA leads to request and spin up masked data securely without relying entirely on engineering writing of YAML rule sets. Expanding distributed performance scaling by implementing native parallel partitioning or scale-out execution runners to reduce processing times for ultra-large enterprise databases would be a game-changer for DataMasque. Enhanced out-of-the-box synthetic generators for advanced template-driven synthetic data generation for edge case scenarios where production data is sparse would also be beneficial. These three improvements would help DataMasque grow and prosper in the IT field. Regarding DataMasque's AI capabilities, I think its governance and security yet need to be included.

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

"Otherwise, it works fabulously, and I think everyone should adopt it."

"BMC AMI DevX tools have positively affected my developers' productivity and efficiency compared to prior solutions, with an estimated increase of almost thirty-three percent in overall productivity."

"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."

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

"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 clearest measurable impact is faster troubleshooting and faster debugging, with debugging time reduced by 20 to 30% because I can step through COBOL programs, check variable values, and identify failing statements more efficiently."

"From a developer perspective, the main visible benefit I have seen is that it reduced the time needed to debug by 20 to 30 percent for troubleshooting tasks where DevX is applicable."

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

More BMC AMI DevX pros

"Being able to generate the masking rules directly from the tool based on what it finds during the data discovery helps ensure that all sensitive fields are identified and masked."

"We were able to profile all 400+ databases in our environment, identify compliance data that was not known or identified previously and allow the teams a self-service option to restore to lower environments."

"We can now have a staging environment very much like a production environment, which improves our testing and product quality."

"The resulting data set always remains mathematically and structurally valid, which is really amazing."

"DataMasque has positively impacted our organization by already showing visible benefits in security and reduced risks for compliance, even though we are still in the process of setting up production and using it to the full extent."

Cons

"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."

"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?"

"What keeps it from being a 10 is mainly user experience, as the login and startup process can be frustrating, and the initial setup can also be challenging for new users."

"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."

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

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

"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."

More BMC AMI DevX cons

"UUID generation could be improved."

"DataMasque can be improved by focusing on having a virtualization setup. Unlike heavy enterprise alternatives such as Delphix, DataMasque handles static masking but does not offer built-in data virtualization, thin provisioning, or rapid dynamic data masking, which is a disadvantage for us."

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."

"In general, Compuware tools are very competitive."

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

"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 price point is great."

Information not available

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Top Industries

By visitors reading reviews

Financial Services Firm

26%

Outsourcing Company

Manufacturing Company

Insurance Company

Energy/Utilities Company

22%

Construction Company

18%

Outsourcing Company

14%

Comms Service Provider

10%

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	10
Midsize Enterprise	3
Large Enterprise	30

By reviewers
Company Size	Count
Small Business	2
Midsize Enterprise	1
Large Enterprise	4

Questions from the Community

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

I do not have direct information about the setup cost and pricing and licensing. From the implementation perspective, I think the initial configuration can require some effort to align the product ...

See all answers

What needs improvement with BMC AMI DevX?

I would suggest making the initial installation and configuration simpler, especially for new users. The login and startup experience could also be improved by reducing repeated login prompts and t...

See all answers

What is your primary use case for BMC AMI DevX?

BMC AMI DevX is used primarily for mainframe application development and troubleshooting, particularly for COBOL and JCL. I use it to edit and navigate code, browse datasets, and submit jobs, and a...

See all answers

What is your experience regarding pricing and costs for DataMasque?

Datamasque has the majority of the same features for a much lower cost in terms of both licensing and infrastructure.

See all answers

What needs improvement with DataMasque?

Datamasque is always improving with each release. They listen to their customers and are quick to implement enhancement requests or bug fixes.

See all answers

What is your primary use case for DataMasque?

I use Datamasque for data compliance, profiling, and masking.

See all answers

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Compared 3% of the time

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Compared 21% of the time

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Compared 13% of the time

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Compared 13% of the time

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Product Reports

Buyer's Guide

BMC AMI DevX

October 2026

Download BMC AMI DevX product report

Buyer's Guide

Data Masking

October 2026

Download DataMasque product report

Also Known As

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

No data available

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

DataMasque offers robust data masking, maintaining referential integrity while ensuring security and compliance. Its features support realistic dataset testing without exposing sensitive data, integrating seamlessly across databases.

DataMasque is designed to protect PII and PHI by masking sensitive information across interconnected databases and cloud platforms. This ensures applications, reporting, and integrations are not impacted by structural inconsistencies. Its adaptable rule set and auto-generation of masking rules aid in swift deployment, enhancing data security frameworks and accelerating release cycles. DataMasque also provides strong technical support and continues to enhance its capabilities with ongoing improvements. Users find value in its existing functionality while looking forward to further usability enhancements, including expanded capabilities for unstructured data and improved post-masking validation.

What Are DataMasque's Main Features?

Identical Data Masking: Ensures masked data retains the appearance and formatting of original data, enhancing usability.
Referential Integrity Preservation: Maintains data relationships across systems, crucial for accurate testing and reporting.
Automation: Facilitates seamless integration and efficient masking operations without manual intervention.
Scalability: Supports growth and handles large datasets across distributed environments.
Compliance and Security Alignment: Helps meet regulatory requirements like GDPR while maintaining robust security.
Speed and Accuracy: Guarantees rapid data processing with precise masking rule application.
Rule Set Flexibility: Offers custom rules to adapt to specific data structures and needs.
Auto-Generation of Masking Rules: Automatically creates rules, speeding up deployment and reducing configuration errors.

What Benefits and ROI Should Users Consider?

Data Security Enhancement: Significantly reduces the risk of data breaches by masking PII and PHI.
Improved Compliance: Aligns with regulatory standards, helping avoid legal and financial penalties.
Faster Release Cycles: Reduces time to market by enabling secure, realistic testing environments.
Risk Reduction: Minimizes hazards associated with data exposure in non-production environments.
Integration Ease: Smoothly integrates across databases, maintaining consistency and accuracy.

DataMasque is implemented across technology, healthcare, finance, and retail industries to safeguard sensitive data without disrupting operations. It assures that development, testing, and analytics use environments that mirror live systems closely, which is critical for sectors handling large volumes of personal data.

DataMasque

Sample Customers

NRB, Iberdrola, Consorzio Servizi Bancari

Information Not Available

Buyer's Guide

BMC AMI DevX vs. DataMasque

September 2026

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