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Amazon Managed Workflows for Apache Airflow vs IBM Workload Automation comparison

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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:
 

Categories and Ranking

JAMS
Sponsored
Ranking in Workload Automation
3rd
Average Rating
8.8
Reviews Sentiment
6.6
Number of Reviews
42
Ranking in other categories
No ranking in other categories
Amazon Managed Workflows fo...
Ranking in Workload Automation
21st
Average Rating
6.6
Reviews Sentiment
5.7
Number of Reviews
2
Ranking in other categories
No ranking in other categories
IBM Workload Automation
Ranking in Workload Automation
8th
Average Rating
8.0
Reviews Sentiment
7.0
Number of Reviews
33
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2026, in the Workload Automation category, the mindshare of JAMS is 3.0%, up from 1.9% compared to the previous year. The mindshare of Amazon Managed Workflows for Apache Airflow is 1.9%, up from 0.9% compared to the previous year. The mindshare of IBM Workload Automation is 4.4%, down from 6.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
JAMS3.0%
IBM Workload Automation4.4%
Amazon Managed Workflows for Apache Airflow1.9%
Other90.7%
Workload Automation
 

Featured Reviews

LV
Principal Data Base And Infrastructure Engineer at a outsourcing company with 501-1,000 employees
Automation has replaced nightly monitoring and delivers reliable, unified job scheduling
We have really enjoyed working with JAMS in terms of notifications, alerts, and streamlining. There used to be a process with Automate, which is another product from Fortra, but even before that, the other division of the company that we were merging with had a tool that was built in-house called a file handler or file distributor. It was an in-house developed tool, but it was not as streamlined or as efficient as JAMS is. We literally had to have a dedicated nighttime person monitoring. Although we are 24/7, the divisions of the company that we were using JAMS for have been small scale. While we have automated it, we have streamlined it in such a way that notifications go out and alerts go out, but if there is anything, then we get paged and alerted, and if anything needs to happen at midnight, we can wake up. On the other hand, with the tool I mentioned, the file handler and distributor, we used to have a dedicated nighttime person that had to be sitting and monitoring it to see when a file arrived, whether it met the conditions, and then execute the next particular job. By using JAMS, we have gained a lot more efficiencies in terms of all of those to streamline it, and there is no necessary need for having an overnight engineer just keeping an eye on all of this.
IP
Business and Technology Strategy Lead at Cognix Inc
Operational workflows improve as we address needs but technical support costs affect resources
Amazon Managed Workflows for Apache Airflow is easy to use and offers great scalability. The more we include and extend our capabilities, we can easily scale up according to our needs. When we compare it to other tools in the market, such as Control-M and other technologies, Airflow offers a lot of flexibility. Using this tool minimizes costs and maximizes efficiency.
reviewer2701716 - PeerSpot reviewer
Technical Lead at a financial services firm with 1,001-5,000 employees
Dynamic workload balancing facilitates efficient job scheduling and ensures continuity with a master-slave setup
One valuable feature of IBM Workload Automation is the ability to combine different applications and platforms to organize jobs together, creating dependencies. It's akin to an orchestra. Another feature is dynamic workload balancing, which I find enhances efficiency by automating job setup to run daily. Moreover, having a backup setup allows for immediate recovery if the master setup fails.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Being able to create a series of chained jobs, which are basically linked jobs is valuable."
"The interface is good, and it's very easy to define and create jobs. If a job is not running or there is an error, the solution will send an email. That's all very good and very useful."
"I appreciate JAMS for its readily available templates that allow me to create and deliver stand-up presentations within minutes quickly."
"The scheduling and execution of jobs are the most valuable features. The scheduling is important because if there is a task we want to execute at 4:00 AM, there's no way we will have someone who can manually run the job. In addition, we execute 100 to 200 jobs per day, and manual intervention is not an option."
"One of the things I like the most, as a SQL DBA, is the fact that we can manipulate tables in the background. Also, the fact that you can have your own views and work with the product the way it fits best is a very helpful feature."
"It has definitely drastically improved our capabilities to scale our automation. Before JAMS, there were a lot of manual processes. We had a couple of operators who spent all day doing that. A lot of the time with human intervention and human processes, it is as good as the person who may be following a procedure and human error is a big problem."
"We looked at other companies, like VisualCron, that were cheaper, but one of the main sticking points was the fact that they wouldn't have provided a central location for us to monitor across all servers. That was one of the biggest selling points of JAMS."
"The overall product is fantastic. I love it. It has been a fantastic, solid product. If I have one tiny bit of a problem with it, the support team gets in touch with me right away. I don't know if I've had another service that has been as fantastic as the JAMS support team."
"Amazon Managed Workflows for Apache Airflow is easy to use and offers great scalability; the more we include and extend our capabilities, we can easily scale up according to our needs."
"One of the product's main strengths is that it is well-suited for a DevOps pattern, allowing us to automate our CI/CD pipeline."
"Customer Service: IBM customer service is great."
"IBM Workload Automation provides good performance and monitoring."
"The technical support is great, the product is easy-to-use, and it is stable."
"We transitioned from a server license to per job license, and that saved us a lot money."
"It is a great way to centralize your enterprise workload to provide better visibility to support groups and better cohesion between applications."
"The support from Cisco is very good. I was with them as a company for 40 years"
"Jobs can be triggered in multiple nodes."
"Automation capabilities with dependencies, long-term plan and modifying current plan, and ease of use are the product's most valuable features to me."
 

Cons

"For scalability, I would rate it as seven because when we have a huge volume, sometimes the tool is not so responsive."
"As an admin, I would like to have a web-based GUI instead of a client application that we have to install on our PCs."
"One thing that I know that the JAMS people said that they were working on that would be huge for us is a search capability so that you could search for tasks. It may be available in version 7 or in a future release of 7. I think that's on their roadmap. But right now, for us to do a search, we have to search through database queries."
"One thing that I know that the JAMS people said that they were working on that would be huge for us is a search capability so that you could search for tasks."
"JAMS has built-in reporting. I've never really used it. I tried using it a few years ago and I couldn't figure it out. It was wonky. It could be improved upon."
"It does validations when you try to delete an object and if there are any dependencies in place, the deletion process will not proceed... there is no information provided as to what it was that caused the validation to fail... it's quite a tedious process to find which object is getting in the way."
"The cost has definitely gone up tremendously. That is where I do know, as much as the feature sets are there, and if the newly acquired company is going to be doing a pushback, they might just say, 'Do we still need to pay this much? Or at that point, should we look into an alternative?'"
"JAMS lacks source control features. Our previous solution had job control language, but JAMS doesn't. When migrating between versions, JAMS doesn't migrate all the data, like job change history, etc. Also, the scheduler doesn't have a way to make jobs invisible, so you can temporarily turn a job off if you decide not to run it today."
"The documentation provided is good."
"To be very honest, technical support from AWS is extremely expensive."
"8.5.1 is not stable, we've since moved to 8.6 but the front-end GUI was very slow."
"We are using an outdated version. We had issues with the file dependencies."
"There should be more custom documentation, specifically around Java APIs."
"A few things are missing but I can manage without them, such as a cross-reference report."
"The GUI is not easy for non-technical users."
"It should support other schedulers that aren't IBM products."
"One area of improvement is the user interface. While it is extremely functional, it’s not very user friendly and it’s difficult to visualize the flow of a complicated job schedule."
"A lot of the automation that we added to the product should come built into it, so that every customer doesn't have to reinvent the wheel."
 

Pricing and Cost Advice

"It's expensive, to be honest, but it does the job."
"The pricing is reasonable."
"The pricing is very fair. We have seen very minimal to no price increases over the years. We are not banging down the door of support all the time either. I would imagine if we were a company that submitted a dozen support tickets a week for the last nine years, then it might be a little different because we would be eating up everybody's time. However, for what we get out of it, the pricing is extremely fair. Back when we were originally looking and brought in JAMS, we were looking at a couple of the other competitive products that were in this space, but the pricing from JAMS was far and away better than what the other competitors could offer for the same functionality."
"The product is reasonably priced, and we don't have any add-ons."
"JAMS is relatively inexpensive, with additional costs only incurred for tags, other services, and optional support renewals."
"JAMS is priced competitively compared to similar solutions and offers flexible licensing options to cater to user needs."
"For what it does, the product is priced very well."
"JAMS is close to the lower end of the pricing models for enterprise scheduling solutions. They are much cheaper than Control-M, as well as some other products that I've used. I also don't know of another solution where you can actually get true, unlimited licensing, where you can have as many instances and as many agents as you want."
"It is not an inexpensive solution but it is less expensive than other options."
"We transitioned from a server license to per job license, and that saved us a lot money."
"The solution is a little bit expensive."
"It is about one-third of the cost of a controller."
"Pricing depends on the number of agents that you install."
"The contract is with the customer with whom we are working, so IBM is not directly involved in this."
"To my knowledge, IWA is the only WLA product that will provide "parallel tracking" capability to assist in upgrading from one platform to IWA."
"The solution's pricing is affordable."
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Top Industries

By visitors reading reviews
Financial Services Firm
16%
Construction Company
12%
Manufacturing Company
8%
Healthcare Company
6%
Financial Services Firm
25%
Outsourcing Company
7%
Comms Service Provider
7%
Media Company
5%
Financial Services Firm
26%
Retailer
7%
Manufacturing Company
6%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise13
Large Enterprise19
No data available
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise29
 

Questions from the Community

What is your experience regarding pricing and costs for JAMS?
I believe the pricing and licensing were fair. I was not here when that process took place and do not know exactly, b...
What needs improvement with JAMS?
When it comes to improvements for JAMS, I think upgrading and migrating some of the current processes could benefit f...
What is your primary use case for JAMS?
Our main use case for JAMS is to automate our data pump backups for our PeopleSoft Oracle system, as well as run a my...
What is your experience regarding pricing and costs for Amazon Managed Workflows for Apache Airflow?
I rate the product pricing a five. It is not an inexpensive solution but it is less expensive than other options like...
What needs improvement with Amazon Managed Workflows for Apache Airflow?
Customization in general depends on the use cases that we are trying to address, but I don't have a specific thing ri...
What advice do you have for others considering Amazon Managed Workflows for Apache Airflow?
Custom Generalizations do not directly correlate with specific sections conventional to reviews. Less clarity on dire...
What needs improvement with IBM Workload Automation?
IBM Workload Automation could be improved by reducing its cost. The maintenance charges have increased significantly,...
What is your primary use case for IBM Workload Automation?
We use IBM Workload Automation ( /products/ibm-workload-automation-reviews ) as a scheduler. We install agents on the...
What advice do you have for others considering IBM Workload Automation?
I recommend IBM Workload Automation as it's a well-established and stable product. However, the cost is a concern. Th...
 

Also Known As

No data available
No data available
IBM Tivoli Workload Scheduler, IBM TWS
 

Interactive Demo

Demo not available
Demo not available
 

Overview

 

Sample Customers

Teradata, Arconic, General Dynamics, Yum!, CVS Health, Comcast, Ghiradelli, & Boston’s Children’s Hospital
Information Not Available
Standard Life Group, Banca Popolare di Milano, A*STAR, ArcelorMittal Gent
Find out what your peers are saying about Amazon Managed Workflows for Apache Airflow vs. IBM Workload Automation and other solutions. Updated: April 2026.
893,244 professionals have used our research since 2012.