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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
6.7
Number of Reviews
37
Ranking in other categories
No ranking in other categories
Amazon Managed Workflows fo...
Ranking in Workload Automation
20th
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
9th
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 February 2026, in the Workload Automation category, the mindshare of JAMS is 2.8%, up from 1.7% compared to the previous year. The mindshare of Amazon Managed Workflows for Apache Airflow is 1.7%, up from 0.6% compared to the previous year. The mindshare of IBM Workload Automation is 4.7%, down from 8.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Market Share Distribution
ProductMarket Share (%)
JAMS2.8%
IBM Workload Automation4.7%
Amazon Managed Workflows for Apache Airflow1.7%
Other90.8%
Workload Automation
 

Featured Reviews

reviewer2770605 - PeerSpot reviewer
Cloud Engineer at a financial services firm with 501-1,000 employees
Has streamlined complex job scheduling across scripting languages while reducing manual effort
JAMS could be improved with a web client that is accessible and as fast as a normal website, eliminating the need to RDP to the servers to access the JAMS client. A functionality running on the JAMS server to continuously check the JAMS agents would ensure they are working properly. If an agent is not responding, a feature to restart the service from the job server machine would be beneficial. The upgrade process, particularly when switching from V6 to V7, could be clearer in terms of documentation, ideally with screenshots showing exactly what needs to be done on each screen.
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

"The product is easy to use."
"The built-in triggers are great."
"I appreciate JAMS for its readily available templates that allow me to create and deliver stand-up presentations within minutes quickly."
"It's a full-featured job scheduling tool. The part that I liked the best was the support team. This tool was new, and we were all learning it and setting up the different jobs that were complex in nature. Their support team was very responsive in helping us out through the setup and resolving the issues. They have been incredibly awesome."
"JAMS has been a beneficial monitoring tool for our project in terms of being able to deliver data that is essential for users."
"Our company is based on data. Everything we do is data-driven, so it has been very valuable having one place where we can process all of the data and do batch schedules with chunks of data."
"The most valuable feature is the easily accessible data in the database because we run a lot of SQL scripting against the database."
"We also use the solution’s Interactive Agents. If we need to push something to our dealer portal, we can just drop a file in a folder and it goes. Running interactive tasks helps me users focus on business processes since I don’t have to take care of running the jobs manually."
"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."
"Jobs can be triggered in multiple nodes."
"The project we worked on involved the running of nearly 24,000 job instances in a single day, so I would say that the solution is stable."
"IBM Workload Automation provides good performance and monitoring."
"It offers features like MDM and a Windows workstation, although there are some technical dependencies. It is more user-friendly and also includes failover and failback capabilities. While both systems offer high availability, Control-M's high availability is superior to AWS's."
"The solution helps automate processes so that the workload can be handled on a daily basis."
"This solution has a request feature where users can request the added features they need to have developed. Based on client voting for those features, these are developed and released."
"The initial setup is easy."
"The most important feature is the creation of folders. It's a really great feature because you can organize the process with naming conventions."
 

Cons

"The client is horrible. Every time JAMS puts out a survey on what they can improve, I always say, "The client: When you are setting up jobs, it is quite horrible." The response has been, "Well, we are just using the Windows foundation," and I am like, "Why isn't it only your product?" We can get around it now that we know its quirks, but it is not the most user-friendly of tools out there. The UI is completely unintuitive. We had to go and open up a support ticket with JAMS just to get something back. It is not user-friendly at all."
"The documentation is not super... It's not as quick and slick as I'd like it to be."
"I want JAMS to implement a global search function."
"If around 5,000 or more jobs run at a time, JAMS slows down, and we have to wait around five to 10 minutes or restart JAMS scheduler services."
"The ACL or access permission area needs to be improved. When it comes to defining and providing security permissions, it's a bit confusing if you are new to JAMS. JAMS needs to improve the features for security access or permissions."
"I would like to see the ability to interface with Microsoft group-managed service accounts, but they're still in the research phase. They need to ensure everything's legit and safe. The report designer and dashboards could also be improved. We're running 7.3, so I don't know if they have updated the reporting in 7.5, but I think the reports and dashboards could be better."
"The tabs in the JAMS file transfer could be clearer. It would help us demonstrate to our client that JAMS not only automates jobs but also does fast transfers, and it's an alternative that supports and filters different kinds of platforms. Filtering file transfers will be highly beneficial to them."
"When looking at a folder in JAMS with many jobs, it would be good to have better information in the list display of what's inside those jobs. We get some information, but other important details are missing."
"To be very honest, technical support from AWS is extremely expensive."
"The documentation provided is good."
"It would be helpful to have a mobile app that could be used to follow the job schedule."
"This solution does have bugs and could be improved in this regard. However, these bugs are resolved relatively quickly."
"The configuration of IBM Workload Automation has some challenges. We have a difficult time customizing it, but it is similar to other solutions."
"To improve IBM Workload Automation, I suggest enhancing automation features further, as more automation would be beneficial. The product is good enough for my current customers, but improving technical support and pricing would be welcome. We often need quicker responses and better solutions than we can manage manually. These improvements would make the product even better."
"The performance of the previous versions could be better."
"The schedule refreshes daily and that's a challenge for us."
"Scalability-wise, it can be a little bit challenging."
"There should be more custom documentation, specifically around Java APIs. There should also be more training. In terms of features, we are currently using only 50% of its features. We don't use all features that are available, but there is always room for improvement in all of the tools."
 

Pricing and Cost Advice

"There are no additional costs other than the license for Fortra's JAMS which is affordable."
"The licensing model for JAMS is straightforward and based on the number of agents, not the number of jobs you run. It's cheap and fairly simple."
"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."
"Our licensing is pretty cheap because we have a state solution. So, we pay only $1,000 a year."
"The product is reasonably priced, and we don't have any add-ons."
"It's certainly a lot cheaper than Tivoli and Control-M. In comparison to them, you get a lot more bang for your buck. You get pretty much the whole functionality and more, in some cases, when compared to Control-M, but at a fraction of the price."
"The pricing of JAMS has not been an issue for us, as it has allowed us to save time."
"It was $10,000 for the first year. Then, there is a maintenance cost for licensing every year that we get billed $5,000 for every year."
"It is not an inexpensive solution but it is less expensive than other options."
"Pricing depends on the number of agents that you install."
"To my knowledge, IWA is the only WLA product that will provide "parallel tracking" capability to assist in upgrading from one platform to IWA."
"It is about one-third of the cost of a controller."
"The contract is with the customer with whom we are working, so IBM is not directly involved in this."
"The solution's pricing is affordable."
"We transitioned from a server license to per job license, and that saved us a lot money."
"The solution is a little bit expensive."
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Top Industries

By visitors reading reviews
Financial Services Firm
15%
Computer Software Company
11%
Manufacturing Company
10%
Healthcare Company
5%
Financial Services Firm
24%
Outsourcing Company
8%
Comms Service Provider
6%
Computer Software Company
6%
Financial Services Firm
28%
Retailer
7%
Manufacturing Company
7%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise8
Large Enterprise18
No data available
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise29
 

Questions from the Community

What do you like most about JAMS?
I find the historical tracking feature of JAMS invaluable for reviewing past events.
What is your experience regarding pricing and costs for JAMS?
They recently switched to subscription-based pricing, which increased. The price is fair considering the functionalit...
What needs improvement with JAMS?
As far as we are using JAMS version 6, it looks good and there is nothing major to add about it. Everything is functi...
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: January 2026.
881,733 professionals have used our research since 2012.