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AWS Step Functions vs Amazon Managed Workflows for Apache Airflow comparison

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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
AWS Step Functions
Ranking in Workload Automation
11th
Average Rating
8.4
Reviews Sentiment
6.7
Number of Reviews
14
Ranking in other categories
Business Process Management (BPM) (10th)
 

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 AWS Step Functions is 1.6%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Market Share Distribution
ProductMarket Share (%)
JAMS2.8%
AWS Step Functions1.6%
Amazon Managed Workflows for Apache Airflow1.7%
Other93.9%
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.
reviewer2706945 - PeerSpot reviewer
Assistant Manager at a tech vendor with 10,001+ employees
Orchestration and integration simplify processes with seamless stability and reliability
I use the Visual Workflow Editor feature of AWS Step Functions. I mainly work through code and then improve it through the visual aspect. There are two ways to do orchestration: through code and through visual. My main task is to develop flows. I have only implemented AWS Step Functions with AWS services, not with any third-party tools. The integration between AWS Step Functions and other AWS services is excellent, working seamlessly with EventBridge, Glue jobs, and databases. I have not encountered any challenges with customers regarding AWS Step Functions that needed me to find a workaround. The pricing of AWS Step Functions is moderate and not particularly costly. AWS Step Functions is affordable for small, medium, and enterprise businesses as an orchestration tool. I have not used any documentation, manuals, or guides for AWS Step Functions as it's very simple to implement. When help is needed, I consult Stack Overflow or AI for commands. Overall rating for AWS Step Functions: 9 out of 10.

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 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."
"I didn't know about JAMS because I don't have a person with any challenges with the purchase administration. The feature or the user interface is user-friendly because of the readable icons or very descriptive icons. Though I'm a beginning user of JAMS, I had no issues using it."
"JAMS has helped save IT staff time by automating tasks previously performed with scripts, and its scheduling feature has been particularly useful."
"The fact that we no longer need to use Excel spreadsheets is huge. Before JAMS, every group was keeping track of their own batch jobs. Nobody really knew what the other jobs were. So, if jobs failed, other groups wouldn't necessarily know. With JAMS, everything is done through a single scheduler. You can choose who to notify."
"I like how you can add new execution methods on the fly. It isn't overly complex to add Python script support to an execution method in the JAMS system. The scheduling is excellent. You can schedule a maintenance window and take that resource unit out of everything. It halts all of the jobs."
"JAMS has improved our productivity immensely because everything flows. I don't think we could operate at our current staffing levels without it."
"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."
"The ability to sequence jobs is excellent; it means we don't have to schedule them individually, and if one fails, it doesn't unwind the entire workflow."
"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."
"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."
"What I like the most about Amazon Step Functions is how easy it is to use."
"One can rate all the calls and that is a good feature."
"AWS Step Functions offers advanced workflows that save time and enhance efficiency by reducing delays and ensuring consistent orchestration among various services."
"The number of historical events is great."
"The solution is stable...The solution is easy to scale."
"The integration capability is easy, whereas building state machines is tricky."
"AWS Step Functions was stable, and there were no problems that I can recall."
"The JSON app launched recently allows us to define data execution more easily."
 

Cons

"The only thing that they could improve on is the fact that they don't have a browser version of JAMS. They've got all the bits and pieces there if you want to build your own web version of it. It does come with a web client, but it's pretty clunky. They could improve on that."
"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."
"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."
"Fortra is getting much better with documentation and examples, but there is still room for improvement."
"JAMS notifications for hung jobs could be improved."
"It is important to receive notifications if a charged job fails and SQL is halted. JAMS does not provide halted notifications by default, which is a critical feature that needs to be added."
"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."
"I want JAMS to implement a global search function."
"To be very honest, technical support from AWS is extremely expensive."
"The documentation provided is good."
"One area for improvement is the payload size. Currently, I sometimes have to save data as a file since I cannot pass it within Step Functions, necessitating caching in processes."
"The pricing of the solution can be improved."
"The solution's data size limit can be improved."
"The interface can sometimes feel limited, as we're unable to see what AWS is running behind the scenes."
"It is difficult to suggest improvements at the moment."
"It wasn't easy to understand the licensing model. It's like if you use just a little, it's cheap, but it becomes more expensive as you use more. It's like a hook that ties you inside the Amazon ecosystem. So, it creates a dependency."
"I would like to see more data transformation features in Amazon Step Functions like additional operators and logic."
"There is room for improvement in terms of integration with other products. It would benefit from more integration with different applications or services."
 

Pricing and Cost Advice

"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."
"JAMS is priced competitively compared to similar solutions and offers flexible licensing options to cater to user needs."
"All licensing models are a little overpriced, but JAMS offers a good value, especially given their support response times and ability to handle unforeseen issues like the SFTP transfers. I hope to find more use cases to get a better bang for our buck."
"Fortra's JAMS pricing structure has deteriorated significantly since its acquisition by Fortra."
"The pricing is reasonable."
"JAMS is relatively inexpensive, with additional costs only incurred for tags, other services, and optional support renewals."
"Take advantage of its scalability. You can start small. The initial cost is very reasonable. Once you have started picking up the tool and adopting it, then you can scale up from there and buy more agents."
"For what it does, the product is priced very well."
"It is not an inexpensive solution but it is less expensive than other options."
"The solution is expensive."
"The solution's price is reasonable."
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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
27%
Manufacturing Company
10%
Computer Software Company
7%
Insurance Company
7%
 

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 Business7
Midsize Enterprise2
Large Enterprise5
 

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 do you like most about Amazon Step Functions?
The integration capability is easy, whereas building state machines is tricky.
What is your primary use case for Amazon Step Functions?
My customer's usual use cases for AWS Step Functions that I've been working with include orchestration, flows, diagra...
What advice do you have for others considering Amazon Step Functions?
I use the Visual Workflow Editor feature of AWS Step Functions. I mainly work through code and then improve it throug...
 

Also Known As

No data available
No data available
Amazon Step Functions, Step Functions
 

Interactive Demo

 

Overview

 

Sample Customers

Teradata, Arconic, General Dynamics, Yum!, CVS Health, Comcast, Ghiradelli, & Boston’s Children’s Hospital
Information Not Available
Alpha Apps, The Guardian, SGK, Bigfinite
Find out what your peers are saying about AWS Step Functions vs. Amazon Managed Workflows for Apache Airflow and other solutions. Updated: January 2026.
881,707 professionals have used our research since 2012.