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Amazon Managed Workflows for Apache Airflow vs Redwood RunMyJobs 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 Scheduler
Sponsored
Ranking in Workload Automation
2nd
Average Rating
8.8
Reviews Sentiment
6.6
Number of Reviews
56
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
Redwood RunMyJobs
Ranking in Workload Automation
19th
Average Rating
9.6
Reviews Sentiment
7.0
Number of Reviews
30
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the Workload Automation category, the mindshare of JAMS Scheduler is 3.6%, up from 2.2% compared to the previous year. The mindshare of Amazon Managed Workflows for Apache Airflow is 1.8%, up from 1.6% compared to the previous year. The mindshare of Redwood RunMyJobs is 3.4%, down from 8.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
JAMS Scheduler3.6%
Redwood RunMyJobs3.4%
Amazon Managed Workflows for Apache Airflow1.8%
Other91.2%
Workload Automation
 

Featured Reviews

SP
Developer at a consultancy with 1,001-5,000 employees
Centralized scheduling has improved automation and reduces manual monitoring for complex workflows
The best features JAMS Scheduler offers are centralized job scheduling, dependency management, and monitoring. I also appreciate the alerts and retry options because they help us handle failures without constantly checking jobs manually. Centralized scheduling makes it easier to manage all our jobs from one place instead of maintaining multiple schedulers or scripts. Dependency management is especially useful for chaining workflows because JAMS Scheduler can automatically trigger the next job only when the required previous step completes successfully. Another useful feature is the monitoring and alerting. If a scheduled job fails or runs longer than expected, we can quickly identify it and take action, which is particularly helpful for production support and reducing manual monitoring. JAMS Scheduler has helped quite a bit with identifying common job failures, missed schedules, dependency issues, and execution errors. The alerts and job history make it easier to identify the failure point and take corrective action without manually checking every workflow. JAMS Scheduler's code-driven automation has been useful for handling more complex scheduling logic and workflows that go beyond simple time-based triggers. It is important for us because we can combine scripts, dependencies, conditions, and parameters to support different production scenarios without creating too much manual intervention.
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.
reviewer2138001 - PeerSpot reviewer
Sr. Demantra consultant at Capgemini
Easy to organize, monitor, and control all jobs
The most valuable aspects of the solution are: 1. The ability to schedule tasks and jobs on multiple platforms (SAP and Non-SAP) and monitor the jobs. 2. Its ability to organize, monitor, control, and schedule all jobs and activities. 3. Redwood is a more powerful tool and provision to automate any tasks/jobs than any other tool in Batch scheduling (automatic and other tools). 4. It has advanced features like dashboards where users can see all statistics. 5. It has an alert mechanism feature; if any job fails, it triggers notifications. 6. Different security functionality for restricting users to certain functions (read/write). 7. Cost Reduction, complete automation, optimized resource usage, and full audit trail. 8. Vendor support. 9. Logging and statistics.

Quotes from Members

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

Pros

"The dashboard is intuitive."
"By using JAMS, my company has seen benefits such as getting to know about Google products and the latest features that are newly launched by Google, and they help me in building my projects portfolio and engaging with knowledge."
"While I appreciate the other features, the agent stands out for its ease of installation and configuration for JAMS monitoring."
"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."
"The built-in triggers are great."
"The user-friendly and adaptable scheduler allows us to manage various scheduling scenarios."
"The key benefits about JAMS is having the ability to run long running jobs on-premise as compared to products like Azure Data Factory."
"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."
"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."
"Redwood is of value to our organization due to of its ease of use and the ability to automate and orchestrate any platform that we utilize today."
"Its monitoring and alerting features are what I found the most valuable."
"We can create and test micro-workflows to find defects sooner."
"Installing and configuring Redwood agents are easy, and scheduling jobs on Redwood helps in triggering the batches as per business requirements."
"Our team was able to integrate it with the ITSM tool as well as security monitoring tools to make the incident creation process automatically feasible."
"Redwood is more flexible and we can schedule the tasks based on different time zones."
"There won't be a memory outage issue, as it uses its own server/ECC memory only."
"Redwood manages all complex job workflow processes."
 

Cons

"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."
"Another improvement I suggest for JAMS Scheduler is concerning the JAMS Scheduler desktop client. After prolonged non-use, it just freezes for me, and I cannot even close the scheduler."
"The documentation is not super... It's not as quick and slick as I'd like it to be."
"All my machines at work are Macs. JAMS client is a Windows-based thing."
"I take off a star because of a particular job that I have scheduled for every Monday at 6:00 AM. The setting was unintuitive when it said 'workdays' because it turns out that twice this year it didn't run because Monday was a holiday."
"There could be a better simulation for banning the termination. You have to simulate every one of the processes in order to have an idea for better planning. This kind of simulation is broken and needs improvement."
"The monitoring of the JAMS product and its performance is an area of concern for me."
"One area for improvement would be making the user interface more intuitive, especially for new users working with complex job dependencies."
"The documentation provided is good."
"To be very honest, technical support from AWS is extremely expensive."
"The solution should have more focus on security standards."
"It lacks some of the common reporting features. I'm a bit surprised that there aren't some standard reports to be able to extract any data on usage. They've described to us that customers have different reporting needs, so they let them develop those, but reporting is a common need. It would be helpful to have it as part of the solution."
"The reports are downloaded in .CAR file format, which makes it difficult to convert to an Excel file."
"We need the automatic creation of incidents for failed jobs."
"The documentation for this product is limited, which can be improved in the future."
"It would be nice if Redwood RunMyJobs could work on different systems."
"There is a lack of resources and product documentation which, if included, would help to gain more knowledge about the application."
"We need the ability to pull data into an Excel format."
 

Pricing and Cost Advice

"I haven't been involved in the financial side for several years, but we buy one host and unlimited agents, and we get a reasonable price for that. We're happy with the amount we pay and the scalability it provides."
"It's expensive, to be honest, but it does the job."
"The product is reasonably priced, and we don't have any add-ons."
"There are no additional costs other than the license for Fortra's JAMS which is affordable."
"Fortra's JAMS pricing structure has deteriorated significantly since its acquisition by Fortra."
"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."
"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."
"This is a good product at a fair price."
"It is not an inexpensive solution but it is less expensive than other options."
"It initially surprised me because we went from an application that was priced by connection to agents/the number of agents to an application that was priced based on the number of job executions. At that time, many of the products we looked at were also priced on job execution. That seems to be more common in the business or in the vendors that provide solutions out there, but that was probably our biggest difference."
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Comms Service Provider
10%
Construction Company
10%
Manufacturing Company
9%
Financial Services Firm
26%
Outsourcing Company
9%
Comms Service Provider
9%
Energy/Utilities Company
6%
Financial Services Firm
15%
Manufacturing Company
9%
Outsourcing Company
6%
Retailer
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business17
Midsize Enterprise18
Large Enterprise30
No data available
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise55
 

Questions from the Community

What is your experience regarding pricing and costs for JAMS?
My experience with pricing for JAMS Scheduler was good. The pricing was reasonable, and the vendor only charged us fo...
What needs improvement with JAMS?
JAMS Scheduler can be improved by sectioning off credentials and also the web functionality and setting that up.
What is your primary use case for JAMS?
My main use case for JAMS Scheduler is to trigger integrations as well as send out alerts and reports. For sending al...
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 is your primary use case for Amazon Managed Workflows for Apache Airflow?
Our use case for Amazon Managed Workflows for Apache Airflow is more focused on operational workflow. We created an o...
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Also Known As

No data available
No data available
Redwood Software - Workload Automation Edition, Redwood Business Process Automation - Workload Edition, RunMyJobs, Redwood RunMyJobs
 

Interactive Demo

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Overview

 

Sample Customers

Teradata, Arconic, General Dynamics, Yum!, CVS Health, Comcast, Ghiradelli, & Boston’s Children’s Hospital
Information Not Available
AMD, American Home Shield, Avaya, Burberry, Centrica, City of Dallas, The Container Store, Core & Main, Daikin, Dart Containers, Deere, Energizer, Epson, Halliburton, Keen Foodware, National Gypsum, Rockport Group, Ryder, Technicolor, The University of Michigan, Virgin Money, Whitbread
Find out what your peers are saying about Amazon Managed Workflows for Apache Airflow vs. Redwood RunMyJobs and other solutions. Updated: November 2026.
920,939 professionals have used our research since 2012.