BMC AMI DevX vs Dify comparison

Read 8 Dify reviews

3,536 Views
1,273 Comparison Views

100% willing to recommend

BMC AMI DevX

Comparison Buyer's Guide

Download the report

Executive Summary

We performed a comparison between BMC AMI DevX and Dify 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. Dify Report (Updated: June 2026).

Download the complete report

BMC AMI DevX vs. Dify

June 2026

Helped 909,725 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:

ROI

Sentiment score

3.3

BMC AMI DevX enhances developer efficiency by improving project speed, reducing errors, and offering significant ROI with fast deployment.

Sentiment score

5.1

Dify's automation converted manual tasks to efficient operations, saving time and cost, and optimizing team performance significantly.

No quotes available

For more quotes and insights, download the BMC AMI DevX report

If a task would require an hour, it can now be done in seconds.

Software Engineer at Futurescape Technologies

This results in cost saving and time saving, as whenever you save some time, that is equal to cost saving.

For more quotes and insights, download the Dify report

AI Consultant at AI Solution.dk

I have seen a return on investment so far, as Dify worked for me, but I do not have a metric to determine how much time it saved.

Dilip Dilip

CTO at Queryhat

Customer Service

Sentiment score

7.6

BMC AMI DevX customer service is responsive and helpful, with high satisfaction despite occasional communication challenges.

Sentiment score

4.8

Dify's customer service earns high praise for quick responses, flexible support options, and strong user satisfaction.

Every time I open a case, I get an immediate response.

Abulfazal Irfan

Devops Engineer / Ispw Admin at a insurance company with 201-500 employees

BMC AMI DevX's technical support responds very well and takes all cases seriously.

Mainframe Modernization Co E & Transformation Lead at cmc

I think the hybrid CI/CD integration with existing enterprise DevOps tools in BMC AMI DevX is very good.

For more quotes and insights, download the BMC AMI DevX report

Product Engineer at Absa Group

I have been impressed by the voice agent, the feedback the team requests, and the developments they have implemented so far.

SWAPNIL MANDLOI

AI AUTOMATION ENGINEER at a consultancy with 51-200 employees

Whenever you have questions, you get an instant answer.

For more quotes and insights, download the Dify report

AI Consultant at AI Solution.dk

I already understood how to use user input, the LLM model, and templates without needing guides.

Apoorv Sarawgi

Student at Sector 125

Scalability Issues

Sentiment score

7.3

BMC AMI DevX is highly rated for scalability, efficiently handling diverse workloads and organization sizes across multiple locations.

Sentiment score

4.0

Dify is scalable but faces challenges with larger workloads and occasional issues, suggesting cloud scaling for improved performance.

From my perspective, I haven't seen BMC AMI DevX struggle in terms of workloads where it needs to be scaled up or scaled down.

Product Engineer at Absa Group

BMC AMI DevX Code Pipeline runs on one LPAR, and no matter where someone is in the world, they have to use it on that LPAR.

Abulfazal Irfan

Devops Engineer / Ispw Admin at a insurance company with 201-500 employees

BMC AMI DevX is absolutely scalable.

For more quotes and insights, download the BMC AMI DevX report

Mainframe Modernization Co E & Transformation Lead at cmc

Rather than using a cloud-hosted platform, using a self-hosted platform means there can be scalability issues.

Automation Engineer at a tech services company with 1-10 employees

Dify's scalability is good and it handles growth or increased workloads effectively, depending upon the resources available.

For more quotes and insights, download the Dify report

Software Engineer at Futurescape Technologies

I would need to consider cloud scaling, such as vertical and horizontal scaling as the number of users increases.

SWAPNIL MANDLOI

AI AUTOMATION ENGINEER at a consultancy with 51-200 employees

Stability Issues

Sentiment score

8.8

BMC AMI DevX is stable and reliable, with some installation and integration challenges noted alongside occasional bugs in updates.

Sentiment score

7.9

Dify is praised for its stability, reliability, and scalability, despite AI effectiveness varying with model selection.

I would rate BMC AMI DevX as a stable solution that I have been using for years and find working fine.

Mainframe Modernization Co E & Transformation Lead at cmc

BMC AMI DevX is very stable for a modern application processing huge workloads.

For more quotes and insights, download the BMC AMI DevX report

Product Engineer at Absa Group

No quotes available

For more quotes and insights, download the Dify report

Room For Improvement

BMC AMI DevX users seek better tool integration, intuitive UI, improved tutorials, and enhanced support for modern development and security.

Enhancing onboarding, workflow features, UI, and engagement, while optimizing performance, can significantly boost Dify's user experience and attractiveness.

I have to put my cursor on the field and tap it to bring focus there, or use the tab key multiple times to get to a field on the screen.

Abulfazal Irfan

Devops Engineer / Ispw Admin at a insurance company with 201-500 employees

To improve BMC AMI DevX, consideration should be given to cloud-style provisioning and development models, as well as integration of more AI capabilities.

Mainframe Modernization Co E & Transformation Lead at cmc

The startup of BMC AMI DevX takes a long time to start up before it loads. It takes a good solid two to three minutes before it's ready so that you can work on it.

For more quotes and insights, download the BMC AMI DevX report

Product Engineer at Absa Group

For EU customers, adding more documentation about how Dify processes the data when starting to use Dify would be really beneficial for companies in Europe to get started with Dify.

AI Consultant at AI Solution.dk

We currently use OpenAI Agents SDK, which requires you to build everything by code, but the observability is really good.

Automation Engineer at a tech services company with 1-10 employees

The only improvement would be if Dify provided an SMTP server that could be connected to automate Dify workflow management, as that would be a great option.

For more quotes and insights, download the Dify report

Software Engineer at Futurescape Technologies

Setup Cost

BMC AMI DevX features competitive pricing, valued Compuware tools, and licensing complexities based on modules, organization size, and usage.

No quotes available

For more quotes and insights, download the BMC AMI DevX report

My experience with pricing, setup cost, and licensing is that it was free to use.

Automation Engineer at a tech services company with 1-10 employees

Dify is free to use and has a free license from GitHub under a Dify open-source license based on Apache 2.0.

Software Engineer at Futurescape Technologies

The experience with pricing is that it is quite reasonable.

For more quotes and insights, download the Dify report

AI Consultant at AI Solution.dk

Valuable Features

BMC AMI DevX enhances productivity with efficient code management, automation, and integration features, improving development through Eclipse and VS Code.

Dify enhances productivity and efficiency with seamless AI integration, user-friendly tools, and GDPR-compliant automation for organizations.

The CI/CD offering allows integration of quality checks and unit test processes into the pipeline, which improves compliance and enhances productivity, enabling developers to focus on development while the pipeline automates integration.

Mainframe Modernization Co E & Transformation Lead at cmc

BMC AMI DevX's tools have affected my developers' productivity and efficiency by helping with the speed.

For more quotes and insights, download the BMC AMI DevX report

Product Engineer at Absa Group

BMC AMI DevX positively impacts my organization with its modern VS Code and Eclipse development environment, integrated debugging, AI-assisted code understanding, automated CI/CD pipelines, and end-to-end mainframe DevOps workflow.

Shivakantmishra Bcr

Full Stack Developer at imsnoida

Initially, we had about two weeks of time to implement the whole thing, but that was cut down to two days of time through using Dify.

Automation Engineer at a tech services company with 1-10 employees

Dify has positively impacted the organization because accuracy has been improved, and the time and complexity in flows that were manual are now automated.

Software Engineer at Futurescape Technologies

Dify stands out to me because it is compliant with GDPR, and it is 100% compliant with GDPR rules.

For more quotes and insights, download the Dify report

AI Consultant at AI Solution.dk

Categories and Ranking

BMC AMI DevX

Ranking in AI Software Development

30th

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), Data Masking (3rd)

Dify

Ranking in AI Software Development

15th

Average Rating

8.4

Reviews Sentiment

5.1

Number of Reviews

Ranking in other categories

Low-Code Development Platforms (18th)

Mindshare comparison

As of August 2026, in the AI Software Development category, the mindshare of BMC AMI DevX is 0.3%, up from 0.0% compared to the previous year. The mindshare of Dify is 0.6%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

AI Software Development Mindshare Distribution
Product	Mindshare (%)
Dify	0.6%
BMC AMI DevX	0.3%
Other	99.1%

AI Software Development

Featured Reviews

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

Product Engineer at Absa Group

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

Visual workflows have accelerated our agent POC while better UI and observability still need work

Automation Engineer at a tech services company with 1-10 employees

My personal experience with Dify's UI is that it is not my favorite, as it can be improved a little bit, and sometimes the UI feels a little bit buggy. I am not sure if that is because it was a self-hosted version. The documentation can also be improved a little bit more. I think not a lot of people are using Dify currently, so that is why the documentation is not very great. If the documentation was improved, that would also be a really good thing. Currently, Dify could improve by offering better observability like other platforms. We currently use OpenAI Agents SDK, which requires you to build everything by code, but the observability is really good. It has OpenAI Traces, and you can basically trace everything for a conversation. If Dify had that kind of tracing functionality, that would be great.

Read full review

See which vendors are best for you

Use our free recommendation engine to learn which AI Software Development solutions are best for your needs.

See recommendations

909,725 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

31%

Insurance Company

Manufacturing Company

Construction Company

19%

Comms Service Provider

10%

Manufacturing Company

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	1
Large Enterprise	19

By reviewers
Company Size	Count
Small Business	5
Large Enterprise	3

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...

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...

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...

What is your experience regarding pricing and costs for Dify?

The experience with pricing is that it is quite reasonable, and the setup cost depends on our usage, so I do not have any complaints regarding this.

What needs improvement with Dify?

I think Dify can be improved as the login process was definitely a bit difficult on the open-source version. When my colleague sent me an email invite to join the workspace, we had some minor issue...

What is your primary use case for Dify?

My main use case for Dify is to build low-code chatbot platforms for our company, as Copilot Studio is too basic and Dify operates at a higher level for what we want to accomplish. A specific examp...

Perforce Delphix vs BMC AMI DevX

Comparisons

Endevor vs BMC AMI DevX

Compared 6% of the time

Compared 5% of the time

Broadcom Test Data Manager vs BMC AMI DevX

Compared 4% of the time

Gen vs BMC AMI DevX

Compared 4% of the time

IBM File Manager vs BMC AMI DevX

Compared 4% of the time

More BMC AMI DevX Competitors

Breaking IT OpenClaw vs Dify

Compared 15% of the time

Letta vs Dify

Compared 11% of the time

n8n vs Dify

Compared 10% of the time

UiPath Studio vs Dify

Compared 9% of the time

ServiceNow Now Platform vs Dify

Compared 6% of the time

More Dify Competitors

Product Reports

Download BMC AMI DevX product report

BMC AMI DevX

August 2026

Download Dify product report

August 2026

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

Dify provides seamless integration and innovative features that optimize business processes for enhanced productivity. Its user-friendly design accommodates diverse use cases, making it a versatile choice for organizations seeking efficiency.

Dify revolutionizes workflow management with its intuitive platform. Designed with adaptability in mind, it serves businesses across industries by streamlining operations and facilitating collaboration. Dify's ecosystem allows for the integration of different tools, enhancing productivity and reducing the need for multiple systems. By offering a centralized hub for task management, it helps teams achieve their goals with relative ease and efficiency.

What are the key features of Dify?

Integration Capabilities: Seamlessly integrates with existing tools to enhance workflow efficiency.
Customization Options: Tailor features to meet specific business requirements.
Analytics Dashboard: Provides insightful data analysis for informed decision-making.
Scalability: Easily adapts to growing business demands without disruptions.
Collaboration Tools: Enhances team interactions and project management.

What benefits and ROI should users consider in Dify reviews?

Increased Productivity: Streamlined processes lead to time-saving and efficient task completion.
Cost-Effective: Reduces the need for multiple software investments.
Enhanced Collaboration: Improves communication and teamwork across departments.
Data-Driven Insights: Offers analytics that guide strategic decisions.
Adaptability: Supports evolving business needs with minimal hassle.

Dify's implementation strategy varies across industries. In retail, it connects inventory management systems to improve accuracy and reduce waste. In healthcare, it streamlines patient data processes for better caregiving. In manufacturing, it's used to optimize supply chain logistics, cutting down on lead times and boosting efficiency.

Sample Customers

NRB, Iberdrola, Consorzio Servizi Bancari

Information Not Available