BMC AMI DevX vs JFrog Artifactory comparison

Why PeerSpot?

BMC and JFrog are both solutions in the AI Software Development category. BMC is ranked #30 with an average rating of 8.0, while JFrog is ranked #4 with an average rating of 8.6. BMC holds a 0.2% mindshare in ASD, compared to JFrog’s 0.4% mindshare. Additionally, 93% of BMC users are willing to recommend the solution, compared to 95% of JFrog users who would recommend it.

BMC AMI DevX

Read 25 BMC AMI DevX reviews

9,203 Views
920 Comparison Views

93% willing to recommend

JFrog Artifactory

Read 18 JFrog Artifactory reviews

5,507 Views
1,872 Comparison Views

95% willing to recommend

BMC AMI DevX

JFrog Artifactory

Comparison Buyer's Guide

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Executive Summary

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

Find out in this report how the two AI Software Development 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. JFrog Artifactory Report (Updated: September 2026).

Buyer's Guide

BMC AMI DevX vs. JFrog Artifactory

September 2026

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Helped 915,341 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 AI Software Development

30th

Average Rating

8.0

Reviews Sentiment

6.6

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), Data Masking (3rd)

JFrog Artifactory

Ranking in AI Software Development

4th

Average Rating

8.2

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Repository Managers (2nd)

Mindshare comparison

As of October 2026, in the AI Software Development category, the mindshare of BMC AMI DevX is 0.2%, up from 0.0% compared to the previous year. The mindshare of JFrog Artifactory is 0.4%. It is calculated based on PeerSpot user engagement data.

AI Software Development Mindshare Distribution
Product	Mindshare (%)
JFrog Artifactory	0.4%
BMC AMI DevX	0.2%
Other	99.4%

AI Software Development

Featured Reviews

AkshayChaudhari

Data Specialist at TCS

Modern workflow has improved COBOL debugging and simplifies understanding complex legacy code

The most valuable feature is the integrated COBOL debugging and code analysis capability. Being able to step through programs, set breakpoints, and monitor variable values to understand how the program flow operates makes troubleshooting much easier and more structured. I also appreciate the modern development environment for editing COBOL, browsing datasets, and submitting JCL jobs without constantly switching between different tools. The code navigation and AI-assisted code understanding capabilities are also useful for working with unfamiliar legacy applications. The code understanding features have been useful when I need to work with unfamiliar COBOL applications. They help me explain existing code, identify the relationships and dependencies between programs and copybooks, and make it easier to understand the overall program flow. Instead of manually tracking every section of a large legacy application, I can use the AI assistance to get a quicker understanding of what the code is doing and where a change may have an impact. This reduces the time to get familiar with older code and makes maintenance and troubleshooting more straightforward and efficient.

Read full review

FilipGrasheski

Senior Manager - Platform Lead at a tech vendor with 10,001+ employees

Standardized artifact workflows have boosted collaboration and saved significant delivery time

The best features that JFrog Artifactory offers are that you can have all kinds of artifacts, supporting many different ones such as Docker images, Helm charts, and different binaries from different software languages. It has versioning that you can use, proxying as well that you can use as a mirror proxy, and there is also nice access control around it, so you can limit who has access to which parts of your JFrog Artifactory tree. Regarding access control and proxying, those features help my team by making it easy to provide read access to many different teams for different artifact repositories, which works really nicely when you have many teams requiring the same package but then have one team that is actually the developer of that package or artifact. In terms of the proxy, you can use it as a mirror proxy so that all your pulls for an image can go through JFrog Artifactory before they reach Docker or something, adding an extra layer of security in the company. JFrog Artifactory has impacted my organization positively by helping us have a standard artifact management solution, so everybody is aligned, allowing us to use the same best practices and same documentation, making it easy to implement in many different pipelines. Having a standard solution such as JFrog Artifactory has affected productivity and collaboration positively. Documentation is available for everybody that is using it, so my team, as clients to JFrog Artifactory, finds it easy to pull the documentation and implement it in our pipelines or for whatever needs we have related to JFrog Artifactory, which eases up collaboration by providing a single way of doing package management.

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

"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."

"For bank applications, DB2 is the best on the market."

"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."

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

"I like the ability that it has to format copy books in a presentable manner. So, you will be able to see the starting offset in length of each field within the layout."

"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."

"Once we got the configurations and deployment rolled out, it was very stable. I haven't had any major issues with Eclipse or the Topaz Workbench plugins."

More BMC AMI DevX pros

"The best features JFrog Artifactory offers are a unified store for our builds, Docker, and everything, and its integration into CI/CD, which is quite smooth for us as we are using it across several different repositories and two different package types including Go and Java Spring Boot."

"Having a standard solution such as JFrog Artifactory has affected productivity and collaboration positively."

"JFrog Artifactory has positively impacted my organization by enhancing software supply chain security, and that is the biggest takeaway."

"The feature that I like is Permission Targets. If I want to give permission to only deploy the cache, I can give that permission to a set of users. Similarly, if I want to overwrite an artifact with the same name from the same pipeline, I can give permission for that as well to particular users."

"HPE was using it for a lot of things, and they certainly had a massive implementation."

"JFrog Artifactory proved very helpful in supporting a variety of package types for different projects."

"The package registries have been helpful. GitLab, our previous solution, wasn't managing that well."

"The most valuable feature is that it is a centralized repository and that you can open multiple repositories for different types of artifacts."

More JFrog Artifactory pros

Cons

"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."

"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."

"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."

"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."

"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."

"Initial setup can be tricky in some cases."

"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."

"BMC AMI DevX's logging in feature is not so great. Furthermore, the startup of BMC AMI DevX takes a long time to start up before it loads."

More BMC AMI DevX cons

"The documentation is a bit sparse. That's our only complaint."

"It's an enterprise product that acts like an enterprise product. In other words, it's not a product where they focus on user experience."

"JFrog Artifactory could be improved for simpler workflows without dedicated infra teams or dedicated DevOps, as it could be difficult to configure."

"JFrog could improve this product with tighter integration capabilities."

"We're looking for something that has additional reporting capabilities on data growth and data aging. This goes back to storage lifecycle management so that the actual Artifactory itself can provide these reports to either the administrators or the users. I don't know if it has those capabilities. That's something we have to look into regarding the self-service dashboard, but the tool itself having those capabilities would be great rather than trying to do it at the underlying storage hardware layer."

"Currently, JFrog Artifactory doesn't have AI features, which is an area they could update in the future."

"It's an enterprise product that acts like an enterprise product. In other words, it's not a product where they focus on user experience. I wasn't an administrator, so I primarily worked with the command line tool to upload and download parts of the product. I was not impressed with that because it wasn't well documented. It was challenging to figure out how to get things to work."

"Although JQL is a great tool, I have noticed that JQL queries can be hard to learn."

More JFrog Artifactory 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."

"In general, Compuware tools are very competitive."

"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."

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

"The price point is great."

"I am not aware of its cost, but it is worth investing in this. My guess is that its price is not much because we generally prefer open-source solutions, and if we are investing, we don't go for expensive ones. Our selection is based on the market demand and needs, and we invest only if something is worth the cost."

"It is a bit expensive. It could be a little bit lower or have an a la carte option because, in our case, we had to go to the next version of Enterprise X because we needed one feature, which was more than three projects. We don't need all the other capabilities, but we're paying for all those. It's almost twice the cost of the previous version. So, it would be nice to have something along those lines."

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Top Industries

By visitors reading reviews

Financial Services Firm

29%

Manufacturing Company

Insurance Company

Construction Company

Financial Services Firm

16%

Manufacturing Company

12%

Computer Software Company

12%

Comms Service Provider

10%

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	1
Large Enterprise	24

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	4
Large Enterprise	12

Questions from the Community

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

My understanding is that BMC AMI DevX is an enterprise product with custom licensing, so pricing is typically negotiated based on factors such as the modules purchased, organization size, and usage...

See all answers

What needs improvement with BMC AMI DevX?

BMC AMI DevX is a strong platform, but there are a few areas where it could improve, such as simplifying the initial installation and configuration, especially for first-time users. It could also i...

See all answers

What is your primary use case for BMC AMI DevX?

My main use case for BMC AMI DevX is to work with COBOL and JCL development on IBM. I mainly use it for editing, browsing data sets, submitting jobs, and debugging applications. I appreciate the Ec...

See all answers

What is your experience regarding pricing and costs for JFrog Artifactory?

I do not have much experience with pricing, setup cost, and licensing, as it was set up by a different team.

See all answers

What needs improvement with JFrog Artifactory?

I cannot say much about how JFrog Artifactory can be improved. I appreciate the opportunity to add more about the needed improvements, even small ones. Maybe around user experience, I think one imp...

See all answers

What is your primary use case for JFrog Artifactory?

My main use case for JFrog Artifactory is hosting artifacts for products, ranging from Docker images to Helm charts, and regular binaries. I can give you a specific example of how I use JFrog Artif...

See all answers

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Compared 49% of the time

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Compared 10% of the time

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Compared 9% of the time

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Compared 4% 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

JFrog Artifactory

September 2026

Download JFrog Artifactory 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

JFrog Artifactory is a centralized repository that supports multiple artifact types, providing integration into CI/CD pipelines and authentication systems while ensuring secure access control and high availability.

JFrog Artifactory offers universal artifact management with features like versioning, global caching, and real-time federation. Organizations appreciate its scalability and consistent artifact handling, which reduces deployment errors and improves collaboration. While integration with CI/CD pipelines is strong, enhancements for search functionality and configuration simplification are needed, especially in multi-tenant environments. Some find database migration challenging, and the licensing model can be complex, particularly for self-hosted setups.

What are the key features of JFrog Artifactory?

Centralized Repository: Supports diverse artifact types for efficient storage and versioning.
CI/CD Integration: Seamlessly integrates with pipelines for automated artifact management.
Secure Access Control: Ensures secure, controlled access to artifacts.
High Availability and Global Caching: Enhances performance and reliability across deployments.
Real-time Federation: Improves metadata management and usability.

What benefits should users look for when evaluating JFrog Artifactory?

Scalability: Supports growth with consistent artifact management features.
Reduced Deployment Errors: Ensures reliable releases through efficient handling.
Cost Savings: Optimizes resource usage, reducing operational costs.
Improved Collaboration: Facilitates teamwork with streamlined processes.

Organizations across industries use JFrog Artifactory for storing and versioning software artifacts like Docker images and Maven builds. With CI/CD integration, it supports efficient artifact management, dependency handling, and secure distribution, enhancing workflow automation and ensuring quick, reliable releases in various environments.

JFrog

Sample Customers

NRB, Iberdrola, Consorzio Servizi Bancari

Oracle, Cisco, Cars.com, Riot Games, Google, CA Technologies

Buyer's Guide

BMC AMI DevX vs. JFrog Artifactory

September 2026

Free Report: BMC AMI DevX vs. JFrog Artifactory

Find out what your peers are saying about BMC AMI DevX vs. JFrog Artifactory and other solutions. Updated: September 2026.

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