No more typing reviews! Try our Samantha, our new voice AI agent.

BMC AMI DevX vs StreamSets comparison

Why PeerSpot?
 

Comparison Buyer's Guide

Executive Summary

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
4.6
BMC AMI DevX boosts efficiency with faster build speeds, improved deployment, reduced debugging, and strong ROI based on studies.
Sentiment score
8.1
StreamSets speeds up data processing, boosts efficiency and revenue, simplifies tasks, enhances security, and reduces costs significantly.
Faster root cause identification helped me resolve incidents more consistently and reduced the amount of manual debugging effort.
DevOps Developer at a tech vendor with 10,001+ employees
I have seen debugging time decrease by around 20 to 30% because I can trace the COBOL programs and also inspect the variables.
Data Specialist at TCS
 

Customer Service

Sentiment score
7.5
BMC AMI DevX customer service is responsive and effective, though users suggest a need for more experienced techs.
Sentiment score
6.7
StreamSets support is responsive and knowledgeable, offering effective solutions, though response times and technical handling could improve.
Every time I open a case, I get an immediate response.
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.
Product Engineer at Absa Group
IBM technical support sometimes transfers tickets between different teams due to shift changes, which can be frustrating.
Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees
 

Scalability Issues

Sentiment score
7.4
BMC AMI DevX is scalable and efficient for mainframe development, supporting thousands on AWS with minor initial issues.
Sentiment score
7.6
StreamSets is scalable and flexible, favored for cloud use but could improve auto-scaling for large data migrations.
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
It can support multiple developers for COBOL applications as they debug different problems without changing the overall development process.
DevOps Developer at a tech vendor with 10,001+ employees
It has been scalable for our mainframe development and support needs, handling large COBOL programs and large workloads.
Data Specialist at TCS
 

Stability Issues

Sentiment score
8.7
BMC AMI DevX is stable, handles large tasks well, with minor bugs and integration challenges, enhancing user satisfaction.
Sentiment score
7.8
StreamSets is praised for stability and reliability, despite minor memory issues, with high user ratings and market competitiveness.
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.
Product Engineer at Absa Group
It has been reliable for COBOL debugging, code analysis, and troubleshooting production incidents.
DevOps Developer at a tech vendor with 10,001+ employees
 

Room For Improvement

BMC AMI DevX needs integration, user interface improvements, better debugging, and support for seamless transition from TSO to GUIs.
StreamSets struggles with integration, real-time processing, clarity in UI, memory issues, security, documentation, and cloud storage performance.
Being able to step through the COBOL program, set breakpoints, and monitor variable values gives me a much clearer picture of what is happening during execution.
DevOps Developer at a tech vendor with 10,001+ employees
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.
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
It would be beneficial if StreamSets addressed any potential memory leak issues to prevent unnecessary upgrades.
Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees
 

Setup Cost

BMC AMI DevX offers competitive pricing for enterprises with customizable licensing and favorable agreements like Enterprise Agreements.
StreamSets provides flexible pricing models, with varied user satisfaction, favoring larger enterprises over smaller companies due to cost.
 

Valuable Features

BMC AMI DevX enhances productivity with seamless code management, modern tools integration, and efficient cloud data handling capabilities.
StreamSets offers intuitive interface, extensive connectors, and features accessible to non-technical users for seamless data integration and manipulation.
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.
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.
Full Stack Developer at imsnoida
It allows a hybrid installation approach, rather than being completely cloud-based or on-premises.
Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees
 

Categories and Ranking

BMC AMI DevX
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
25
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), AI Software Development (30th)
StreamSets
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
21
Ranking in other categories
Data Integration (27th)
 

Mindshare comparison

BMC AMI DevX and StreamSets aren’t in the same category and serve different purposes. BMC AMI DevX is designed for Test Data Management and holds a mindshare of 12.3%, up 6.8% compared to last year.
StreamSets, on the other hand, focuses on Data Integration, holds 1.1% mindshare, down 1.4% since last year.
Test Data Management Mindshare Distribution
ProductMindshare (%)
BMC AMI DevX12.3%
Perforce Delphix16.0%
Broadcom Test Data Manager13.6%
Other58.1%
Test Data Management
Data Integration Mindshare Distribution
ProductMindshare (%)
StreamSets1.1%
SSIS4.0%
Informatica Intelligent Data Management Cloud (IDMC)3.8%
Other91.1%
Data Integration
 

Featured Reviews

AkshayChaudhari - PeerSpot reviewer
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.
SS
Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees
Enables effective batch loading with visual interface and enterprise support
One issue I observed with StreamSets is that the memory runs out quickly when processing large volumes of data. Because of this memory issue, we have to upgrade our EC2 boxes in the Amazon AWS infrastructure. I had to switch to a new EC2 box, even though the processor was not fully utilized. It would be beneficial if StreamSets addressed any potential memory leak issues to prevent unnecessary upgrades. Additionally, it would be a great enhancement if StreamSets could produce a lineage graph to visualize how the data has passed through the system.
report
Use our free recommendation engine to learn which Test Data Management solutions are best for your needs.
915,341 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
29%
Manufacturing Company
8%
Insurance Company
8%
Construction Company
7%
Financial Services Firm
11%
Outsourcing Company
9%
Comms Service Provider
8%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise1
Large Enterprise24
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise2
Large Enterprise11
 

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 needs improvement with StreamSets?
One issue I observed with StreamSets is that the memory runs out quickly when processing large volumes of data. Because of this memory issue, we have to upgrade our EC2 boxes in the Amazon AWS infr...
What is your primary use case for StreamSets?
We are using StreamSets for batch loading.
What advice do you have for others considering StreamSets?
If asked, I definitely recommend StreamSets to other users. My overall rating for the solution is nine.
 

Also Known As

File-AID, Data for Db2, Code Debug, Data Studio, Workbench for Eclipse, Code Pipeline
No data available
 

Overview

 

Sample Customers

NRB, Iberdrola, Consorzio Servizi Bancari 
Availity, BT Group, Humana, Deluxe, GSK, RingCentral, IBM, Shell, SamTrans, State of Ohio, TalentFulfilled, TechBridge
Find out what your peers are saying about Perforce, Informatica, Broadcom and others in Test Data Management. Updated: September 2026.
915,341 professionals have used our research since 2012.