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BMC AMI DevX vs Pentaho Data Integration and Analytics 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
7.1
Pentaho streamlines data integration, reducing costs and development time, with savings up to $75,000 annually and improved efficiency.
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
I have seen a return on investment; my team was able to stay extremely small even though we had a lot of data integrations with many companies.
Principal Software Engineer at a tech vendor with 10,001+ employees
I can testify to the return on investment with metrics regarding time saved; we have increased our efficiency by about 20 to 30 percent due to the swift migration processes facilitated by the tool.
Data Integration Developer at a tech services company with 1,001-5,000 employees
I have noticed a return on investment with Pentaho Data Integration and Analytics in terms of time savings and staff reduction.
Data Analyst at Telefonica Digital
 

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
5.1
Users find community resources and forums helpful for Pentaho support, but complex issues sometimes require paid assistance.
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
24/7 assistance is available for the Enterprise Edition.
Data architect at a tech vendor with 10,001+ employees
take the time to understand our business requirements, offering appropriate recommendations.
Data Integration Developer at a tech services company with 1,001-5,000 employees
Communication with the vendor is challenging
Data Architecture and Engineering Specialist at coprocenva
 

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
7.2
Pentaho Data Integration scales effectively for large datasets, though massive environments may challenge performance without cloud deployment.
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
It can be scaled well until you reach a point where you need to perform a lot of operations, and the issue arises when it runs out of memory to handle some data.
Data engineer at a educational organization with 1,001-5,000 employees
Its ability to scale horizontally in cloud-native architectures or for massive real-time processing is limited.
Data Analyst at Telefonica Digital
Pentaho Data Integration handles larger datasets better.
Data Architecture and Engineering Specialist at coprocenva
 

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
7.3
Pentaho Data Integration's stability varies, with reliability for small tasks but struggles with massive data and occasional bugs.
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
Performance issues arise due to reliance on a flowchart-based mechanism instead of scripts, which can lead to longer execution times.
Data architect at a tech vendor with 10,001+ employees
I find that version 3.1 is the most stable version I have ever used.
Founder-CEO at Ubuntu Analytica
It's pretty stable, however, it struggles when dealing with smaller amounts of data.
Data Architecture and Engineering Specialist at coprocenva
 

Room For Improvement

BMC AMI DevX needs integration, user interface improvements, better debugging, and support for seamless transition from TSO to GUIs.
Pentaho Data Integration needs improved performance, scalability, cloud integration, real-time processing, updated interface, and better documentation and support.
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
We should also explore more effective partitioning for parallel processing and fine-tuning database connections to reduce load times and improve ETL speed.
Data Integration Developer at a tech services company with 1,001-5,000 employees
Pentaho Data Integration and Analytics can be improved by working with different environments, specifically the possibility to change the variables, meaning I write my variables only once and can change them for different environments such as production or development.
Founder-CEO at Ubuntu Analytica
Pentaho Data Integration and Analytics could have real-time processing and automatic alerting, having alerts or automatic notifications when a job fails or when certain data doesn't meet certain rules.
Data Analyst at Telefonica Digital
 

Setup Cost

BMC AMI DevX offers competitive pricing for enterprises with customizable licensing and favorable agreements like Enterprise Agreements.
Pentaho provides cost-effective data integration and analytics with a free Community Edition and a competitively priced Enterprise Edition.
I use the community version of Pentaho Data Integration and Analytics, and I do not need additional costs.
Project Manager at Laberit
The setup cost was minimal, and the pricing experience was pretty good.
Data engineer at a educational organization with 1,001-5,000 employees
The company covered it and they had no problem paying for it because they saw that it was cost-effective in terms of performance afterwards.
Data Analyst at Telefonica Digital
 

Valuable Features

BMC AMI DevX enhances productivity with seamless code management, modern tools integration, and efficient cloud data handling capabilities.
Pentaho Data Integration is user-friendly, versatile, and integrates well with data sources, supporting automation and minimal coding for efficiency.
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
Pentaho Data Integration and Analytics has positively impacted my organization because it meant we didn't have to write a lot of custom API back-end processing logic; it did the majority of that heavy lifting for us.
Principal Software Engineer at a tech vendor with 10,001+ employees
It automates the data workflow, including extraction, cleansing, and loading into warehouses for BI reporting purposes, while also removing duplicates, validating data, and standardizing formats, enabling real-time decision-making.
Data Integration Developer at a tech services company with 1,001-5,000 employees
Pentaho Data Integration and Analytics has positively impacted my organization because it is easier to use, and my knowledge about this work facilitates the translation from the source to my final system.
Project Manager at Laberit
 

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)
Pentaho Data Integration an...
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
61
Ranking in other categories
Data Integration (9th)
 

Mindshare comparison

BMC AMI DevX and Pentaho Data Integration and Analytics 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.
Pentaho Data Integration and Analytics, on the other hand, focuses on Data Integration, holds 1.8% mindshare, up 1.6% 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 (%)
Pentaho Data Integration and Analytics1.8%
SSIS4.0%
Informatica Intelligent Data Management Cloud (IDMC)3.8%
Other90.4%
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.
Michelle Lawson - PeerSpot reviewer
Principal Software Engineer at a tech vendor with 10,001+ employees
Streamlines complex data workflows and has supported automated customer payment notifications
I haven't used Pentaho Data Integration and Analytics in a couple of years, so I don't know how it can be improved. I was pretty pleased with it and was self-taught on it, working a lot with their team at various times, but they were surprised that I was able to learn it all by myself. The documentation is not bad, and documentation is the main thing that any product can do to make themselves better because the easier it is to find examples of what you're trying to do improves the learning curve. I think it took me the longest to learn how to do the asynchronous processing and have things wait for other things to finish processing before continuing on in the workflow. I choose 8 out of 10 because the one reason that it's been rejected at T-Mobile is that everything has to go through a provisioning process and has to get approved, meaning the actual code base has to be investigated by T-Mobile before they'll allow us to use tools of that nature. For whatever reason, we just haven't been able to get that approval; I don't know if it's on Pentaho Data Integration and Analytics' side or if it's on our side. The more you can make it easier for companies to feel comfortable that your product is secure, robustly tested and bug-free, and free of any other kind of negative hacks, the more quickly it will get accepted.
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Top Industries

By visitors reading reviews
Financial Services Firm
29%
Manufacturing Company
8%
Insurance Company
8%
Construction Company
7%
Financial Services Firm
12%
Outsourcing Company
11%
Construction Company
9%
Educational Organization
8%
 

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 Business18
Midsize Enterprise17
Large Enterprise32
 

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...
Which ETL tool would you recommend to populate data from OLTP to OLAP?
Hi Rajneesh, yes here is the feature comparison between the community and enterprise edition : https://www.hitachivantara.com/en-us/pdf/brochure/leverage-open-source-benefits-with-assurance-of-hita...
What do you think can be improved with Hitachi Lumada Data Integrations?
In my opinion, the reporting side of this tool needs serious improvements. In my previous company, we worked with Hitachi Lumada Data Integration and while it does a good job for what it’s worth, ...
What do you use Hitachi Lumada Data Integrations for most frequently?
My company has used this product to transform data from databases, CSV files, and flat files. It really does a good job. We were most satisfied with the results in terms of how many people could us...
 

Also Known As

File-AID, Data for Db2, Code Debug, Data Studio, Workbench for Eclipse, Code Pipeline
Hitachi Lumada Data Integration, Kettle, Pentaho Data Integration
 

Overview

 

Sample Customers

NRB, Iberdrola, Consorzio Servizi Bancari 
66Controls, Providential Revenue Agency of Ro Negro, NOAA Information Systems, Swiss Real Estate Institute
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.