BMC AMI DevX vs JFrog Artifactory comparison

Why PeerSpot?

BMC and JFrog are both solutions in the AI Software Development category. BMC is ranked #23 with an average rating of 8.2, while JFrog is ranked #5 with an average rating of 8.6. BMC holds a 0.3% mindshare in ASD, compared to JFrog’s 0.4% mindshare. Additionally, 94% of BMC users are willing to recommend the solution, compared to 95% of JFrog users who would recommend it.

BMC AMI DevX

Read 33 BMC AMI DevX reviews

10,246 Views
1,127 Comparison Views

94% willing to recommend

JFrog Artifactory

Read 18 JFrog Artifactory reviews

5,656 Views
2,149 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 921,523 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

23rd

Average Rating

8.0

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Software Configuration Management (1st), Debugging (3rd), Database Development and Management (9th), Mainframe Application Development (1st), Test Data Management (2nd), Mainframe Testing Tools (1st), Data Masking (3rd)

JFrog Artifactory

Ranking in AI Software Development

5th

Average Rating

8.2

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Repository Managers (2nd)

Mindshare comparison

As of November 2026, in the AI Software Development category, the mindshare of BMC AMI DevX is 0.3%, up from 0.1% 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	0.3%
Other	99.3%

AI Software Development

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.

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

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

"BMC AMI DevX tools have enabled me to save approximately 30 to 40% of the time due to its AI capabilities and seamless integration with my CI/CD pipelines."

"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."

"Using BMC AMI DevX has resulted in significant cost savings of 30% due to its multiple domain utilization and CI/CD pipeline management within our organization."

"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."

"My guess is this would have taken twice as long, or we would have had many more issues without using Xpediter."

"The most valuable feature of Topaz is Xpediter. It's more flexible than Xpediter through MVS."

"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."

More BMC AMI DevX pros

"Since we started using JFrog Artifactory, we no longer manage our own server just to keep source code and binary code, as all our binary repositories are in JFrog Artifactory, making it a very good repository manager where we can store all our artifacts in one easily accessible place without worrying about downtime or application unavailability, while also providing a proxy for remote applications that has transformed our release process to be faster."

"Universal package support and custom properties help my team day-to-day by making us more efficient, as we have one tool with which all engineering teams can interact regardless of their team."

"For the most part, it's pretty stable."

"The most valuable feature I have found is the JFrog CLI."

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

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

"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."

"JFrog Artifactory has helped us scale faster and is a highly available, robust artifact repository that boosts our confidence in production."

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."

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

"The area for improvement is related to the testing tools that are available for unit testing or acceptance testing. I know they have some out there that we are not licensed for at this time, but it seems like some of the Eclipse tools that are used for other programming languages, they're all just built-in and they're a little more intuitive to the developers. Making those testing tools as intuitive as possible, and as integrated as possible into the workbench, would be really beneficial."

"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."

"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."

"BMC AMI DevX can be improved by simplifying the user experience."

"One improvement I would appreciate is stronger integration between DevX debugging and other troubleshooting information, such as JCL, job output, abend details, and application logs, all in one place."

"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

"Looking back, I think the learning curve for JFrog Artifactory could be eased, and the installation process could feel less overwhelming."

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

"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."

"The complexity of managing the tool and the high cost prevent it from being a ten, especially considering there are cloud-native alternatives that are cheaper and easier to use."

"I would like to see written technical support instead of having to contact them directly."

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

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

"Sometimes the documentation was sort of messy because there are many possibilities for where and how to install Artifactory."

More JFrog Artifactory 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."

"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

25%

Outsourcing Company

Insurance Company

Manufacturing Company

Financial Services Firm

17%

Computer Software Company

11%

Manufacturing Company

11%

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	10
Midsize Enterprise	3
Large Enterprise	33

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 experience with pricing, setup cost, and licensing was pretty seamless.

See all answers

What needs improvement with BMC AMI DevX?

I don't think there's anything to add in terms of improvements for BMC AMI DevX; it is quite effective and works well with BMC AMI Data, the other platform we use.

See all answers

What is your primary use case for BMC AMI DevX?

My main use case for BMC AMI DevX is modernizing development in IBM networks, and it helps in combining the old legacy IBM systems we have with the new ones that we perform for DevOps and DevSecOps...

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 44% of the time

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Compared 11% of the time

Cloudsmith Ultra - Enterprise vs JFrog Artifactory

Compared 9% of the time

Azure Artifacts vs JFrog Artifactory

Compared 8% of the time

Cursor vs JFrog Artifactory

Compared 1% of the time

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Product Reports

Buyer's Guide

BMC AMI DevX

November 2026

Download BMC AMI DevX product report

Buyer's Guide

JFrog Artifactory

October 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

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