BMC AMI DevX vs StreamSets comparison

The compared BMC and IBM solutions aren't in the same category. BMC is ranked #7 in TDM , with an average rating of 7.7, and holds a 6.9% mindshare in the category. IBM is ranked #22 in DI , with an average rating of 9.0, and holds a 1.5% mindshare. Additionally, 90% of BMC users are willing to recommend the solution, compared to 100% of IBM users who would recommend it.

BMC AMI DevX

Read 19 BMC AMI DevX reviews

4,026 Views
242 Comparison Views

90% willing to recommend

StreamSets

Read 21 StreamSets reviews

2,599 Views
1,871 Comparison Views

100% willing to recommend

BMC AMI DevX

StreamSets

Comparison Buyer's Guide

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Executive Summary

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

Find out in this report how the two Test Data Management 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. StreamSets Report (Updated: September 2025).

Buyer's Guide

BMC AMI DevX vs. StreamSets

September 2025

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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

Average Rating

8.0

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

Software Configuration Management (1st), Debugging (8th), Database Development and Management (20th), Mainframe Application Development (1st), Test Data Management (7th), Mainframe Testing Tools (1st), Data Masking (8th)

StreamSets

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Data Integration (22nd)

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 6.9%, up 3.9% compared to last year.
StreamSets, on the other hand, focuses on Data Integration, holds 1.5% mindshare, down 1.6% since last year.

Test Data Management Market Share Distribution
Product	Market Share (%)
BMC AMI DevX	6.9%
Perforce Delphix	28.3%
Informatica Test Data Management (TDM)	15.3%
Other	49.5%

Test Data Management

Data Integration Market Share Distribution
Product	Market Share (%)
StreamSets	1.5%
Informatica PowerCenter	6.0%
SSIS	5.7%
Other	86.8%

Data Integration

Featured Reviews

Brian Westerman

Director of R&D at Syzygy Inc.

Helps to make mainframe data management process easier and saves manhours

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.

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Ved Prakash Yadav

Senior Data Platform Manager at a manufacturing company with 10,001+ employees

Useful for data transformation and helps with column encryption

We use various tools and alerting systems to notify us of pipeline errors or failures. StreamSets supports data governance and compliance by allowing us to encrypt incoming data based on specified rules. We can easily encrypt columns by providing the column name and hash key. If you're considering using StreamSets for the first time, I would advise first understanding why you want to use it and how it will benefit you. If you're dealing with change tracking or handling large amounts of data, it could be cost-effective compared to services like Amazon. It's easy to schedule and manage tasks with the tool, and you can enhance your skills as an ETL developer. You can easily migrate traditional pipelines built on platforms like Informatica or Talend to StreamSets. I rate the overall solution an eight out of ten.

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

"One of the features that the developers like is that they can retrieve what they need with the tool. They don't have to go through some process or request something be done by another team. They can get the programs they need, compile them, retrieve the JCL and alter the JCL if they need to, and put these programs wherever they need to go for their testing."

"The smart editor helps because it will code-complete for me. I can see code working a lot faster and I'm able to get things coded in less time."

"BMC Data Management improved our data recovery process by simplifying it."

"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."

"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."

"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."

"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."

"The visual ability to see potential downstream impacts to changes being made assists our developers in understanding the impact associated with their change."

More BMC AMI DevX pros

"StreamSets is the leader in the market."

"The best feature that I really like is the integration."

"In StreamSets, everything is in one place."

"It is really easy to set up and the interface is easy to use."

"The most valuable would be the GUI platform that I saw. I first saw it at a special session that StreamSets provided towards the end of the summer. I saw the way you set it up and how you have different processes going on with your data. The design experience seemed to be pretty straightforward to me in terms of how you drag and drop these nodes and connect them with arrows."

"What I love the most is that StreamSets is very light. It's a containerized application. It's easy to use with Docker. If you are a large organization, it's very easy to use Kubernetes."

"The scheduling within the data engineering pipeline is very much appreciated, and it has a wide range of connectors for connecting to any data sources like SQL Server, AWS, Azure, etc. We have used it with Kafka, Hadoop, and Azure Data Factory Datasets. Connecting to these systems with StreamSets is very easy."

"One of the things I like is the data pipelines. They have a very good design. Implementing pipelines is very straightforward. It doesn't require any technical skill."

More StreamSets pros

Cons

"Technical support has gotten better over the years, though there's always room for improvement."

"It's a very complicated tool."

"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 often doesn't play well with other plugins in the environment."

"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."

"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."

"One thing I would really like to see some improvement on is the promotion diagnostic messages. It invokes utilities "under the covers" to copy components, and it does not echo back any of the error messages from those utilities."

"One area for improvement with this product could be in providing clearer guidance and tools for disaster recovery planning and execution."

More BMC AMI DevX cons

"Currently, we can only use the query to read data from SAP HANA. What we would like to see, as soon as possible, is the ability to read from multiple tables from SAP HANA. That would be a really good thing that we could use immediately. For example, if you have 100 tables in SQL Server or Oracle, then you could just point it to the schema or the 100 tables and ingestion information. However, you can't do that in SAP HANA since StreamSets currently is lacking in this. They do not have a multi-table feature for SAP HANA. Therefore, a multi-table origin for SAP HANA would be helpful."

"We create pipelines or jobs in StreamSets Control Hub. It is a great feature, but if there is a way to have a folder structure or organize the pipelines and jobs in Control Hub, it would be great. I submitted a ticket for this some time back."

"Visualization and monitoring need to be improved and refined."

"StreamSet works great for batch processing but we are looking for something that is more real-time. We need latency in numbers below milliseconds."

"One area for improvement could be the cloud storage server speed, as we have faced some latency issues here and there."

"The monitoring visualization is not that user-friendly. It should include other features to visualize things, like how many records were streamed from a source to a destination on a particular date."

"They need to improve their customer care services. Sometimes it has taken more than 48 hours to resolve an issue. That should be reduced. They are aware of small or generic issues, but not the more technical or deep issues. For those, they require some time, generally 48 to 72 hours to respond. That should be improved."

"The design experience is the bane of our existence because their documentation is not the best. Even when they update their software, they don't publish the best information on how to update and change your pipeline configuration to make it conform to current best practices. We don't pay for the added support. We use the "freeware version." The user community, as well as the documentation they provide for the standard user, are difficult, at best."

More StreamSets cons

Pricing and Cost Advice

"The price point is great."

"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."

"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 pricing is too fixed. It should be based on how much data you need to process. Some businesses are not so big that they process a lot of data."

"I believe the pricing is not equitable."

"The pricing is affordable for any business."

"It has a CPU core-based licensing, which works for us and is quite good."

"Its pricing is pretty much up to the mark. For smaller enterprises, it could be a big price to pay at the initial stage of operations, but the moment you have the Seed B or Seed C funding and you want to scale up your operations and aren't much worried about the funds, at that point in time, you would need a solution that could be scaled."

"We are running the community version right now, which can be used free of charge."

"The licensing is expensive, and there are other costs involved too. I know from using the software that you have to buy new features whenever there are new updates, which I don't really like. But initially, it was very good."

"There are two editions, Professional and Enterprise, and there is a free trial. We're using the Professional edition and it is competitively priced."

More StreamSets pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

36%

Insurance Company

12%

Computer Software Company

Manufacturing Company

Computer Software Company

10%

Financial Services Firm

Insurance Company

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	6
Large Enterprise	16

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	2
Large Enterprise	11

Questions from the Community

What do you like most about Compuware File-AID?

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 ...

See all answers

What needs improvement with Compuware File-AID?

See all answers

What is your primary use case for Compuware File-AID?

We use the solution clone test files.

See all answers

What do you like most about StreamSets?

The best thing about StreamSets is its plugins, which are very useful and work well with almost every data source. It's also easy to use, especially if you're comfortable with SQL. You can customiz...

See all answers

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...

See all answers

What is your primary use case for StreamSets?

We are using StreamSets for batch loading.

See all answers

Comparisons

Endevor vs BMC AMI DevX

Compared 29% of the time

IBM File Manager vs BMC AMI DevX

Compared 16% of the time

IBM Debug for z/OS vs BMC AMI DevX

Compared 9% of the time

InterTest vs BMC AMI DevX

Compared 9% of the time

IBM Developer for z/OS Enterprise Edition (IDzEE) vs BMC AMI DevX

Compared 6% of the time

More BMC AMI DevX Competitors

Informatica PowerCenter vs StreamSets

Compared 11% of the time

webMethods.io vs StreamSets

Compared 8% of the time

IBM InfoSphere DataStage vs StreamSets

Compared 8% of the time

Qlik Replicate vs StreamSets

Compared 7% of the time

Oracle GoldenGate vs StreamSets

Compared 7% of the time

More StreamSets Competitors

Product Reports

Buyer's Guide

BMC AMI DevX

October 2025

Download BMC AMI DevX product report

Buyer's Guide

StreamSets

September 2025

Download StreamSets 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 comprehensive solution enhancing code management and testing efficiency. It offers debugging capabilities within financial applications and integrates data management seamlessly, serving major banking sectors with reliable performance.

AMI DevX is tailored for banking industries, optimizing application debugging in COBOL and enhancing data handling in robust financial systems. It simplifies mainframe data management with real-time insights, improving efficiency through editing and cloning functionalities. The tool's integration with Compuware File-AID for IMS and DB2 ensures streamlined development processes. Challenges include a steep DB2 learning curve and initial setup complexities, with technical support inconsistencies and steep pricing impacting affordability. Despite this, its valuable features significantly support large banking operations.

What features make BMC AMI DevX valuable?

Line-by-Line Code Debugging: Allows precise identification and rectification of issues.
Variable Change & Line Skipping: Flexibility in testing without recompiling.
Database-Independent Testing: No need for loading databases during testing.
Real-Time Data Insights: Enhances decision-making with immediate information.
Data Warehousing & Analytics: Facilitates comprehensive data analysis.
Integration & Formatting: Streamlines development by simplifying data processes.

What benefits should users look for in reviews?

Improved Efficiency: Streamline data management and editing capabilities.
Robust Debugging: Effective in both online and batch COBOL program debugging.
Enhanced Financial Application Support: Superior handling in grants and loans applications.
Comprehensive Testing: Enables creation of clone test files for thorough testing.

In large banking sectors, BMC AMI DevX is integral for grants and loans-related applications. Its robust nature supports financial systems, offering debugging for COBOL, updating data in Compuware File-AID for IMS, and integrating DB2. Users implement this for exceptional data management and application reliability.

BMC

StreamSets is a data integration platform that enables organizations to efficiently move and process data across various systems. It offers a user-friendly interface for designing, deploying, and managing data pipelines, allowing users to easily connect to various data sources and destinations. StreamSets also provides real-time monitoring and alerting capabilities, ensuring that data is flowing smoothly and any issues are quickly addressed.

IBM

Sample Customers

Helvetia, The IMT Group, Hapag-Lloyd, Royal Bank of Canada, Chunghwa Telecom

Availity, BT Group, Humana, Deluxe, GSK, RingCentral, IBM, Shell, SamTrans, State of Ohio, TalentFulfilled, TechBridge

Buyer's Guide

BMC AMI DevX vs. StreamSets

September 2025

Free Report: BMC AMI DevX vs. StreamSets

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