Amazon Managed Workflows for Apache Airflow vs MuleSoft Anypoint Platform comparison

Amazon Managed Workflows for Apache Airflow vs. MuleSoft Anypoint Platform

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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

Mindshare comparison

As of January 2026, in the Workload Automation category, the mindshare of JAMS is 2.6%, up from 1.6% compared to the previous year. The mindshare of Amazon Managed Workflows for Apache Airflow is 1.7%, up from 0.5% compared to the previous year. The mindshare of MuleSoft Anypoint Platform is 5.4%, up from 1.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Workload Automation Market Share Distribution
Product	Market Share (%)
JAMS	2.6%
MuleSoft Anypoint Platform	5.4%
Amazon Managed Workflows for Apache Airflow	1.7%
Other	90.3%

Workload Automation

Featured Reviews

reviewer2770605

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.

Read full review

IsmailPeer

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.

Read full review

Greg O

Senior Validation Engineer at Weir Group PLC

Integration workflows have become transparent and secure while error tracking is streamlined

The best features in MuleSoft Anypoint Platform for me are transparency between logging in or deploying and using different environments. Managing different environments for the transparency of error logins or how to trace traceability is very important. It's very easy to use and sort, so you can see where everything has gone right and everything has gone wrong. I'm aware of the drag-and-drop interface in MuleSoft Anypoint Platform, and it's very, very quick. It's very time-saving and very efficient. The security features on MuleSoft Anypoint Platform help maintain data integrity in my organization; I would say it's second to none. It's one of the best out there that I have worked with because of the encryption and decryption, and there are a lot of security aspects. I would assess the platform's data mapping and transformation capabilities as amazing. Automation has been straightforward; the transformation and mapping have been easy to use, easy to source, and from the source to the target. I would say it has been very good.

Read full review

Quotes from Members

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

Pros

"While I appreciate the other features, the agent stands out for its ease of installation and configuration for JAMS monitoring."

"The product is easy to use."

"The most valuable feature for us is that it's DR-ready. With respect to disaster recovery, it has the built-in capability for failover to our DR site. If all of the required ports are open, it can be done seamlessly."

"The planning capabilities are most valuable."

"JAMS is easier to use and cheaper than our previous solution. The installation is more straightforward, and JAMS has a graphical user interface, so it's more accessible."

"The user-friendly and adaptable scheduler allows us to manage various scheduling scenarios."

"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."

"The most valuable feature is the easily accessible data in the database because we run a lot of SQL scripting against the database."

More JAMS pros

"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."

"The most valuable feature of Anypoint MQ is it comes with MuleSoft so we don't have to maintain separate components."

"Initially, we faced challenges managing numerous scheduled jobs and duplicate entries in our SAP system. To address this, we developed a reusable component in Mule that all applications could use to interact with SAP."

"Mule Anypoint Platform is our preferred platform for integration."

"The most valuable feature of Mule Anypoint Platform is rapid development."

"It can scale."

"It's easy to develop APIs."

"This is a good platform for designing, flowing out APIs, and then doing API-based integrations."

"The exchange and API management features are the best in the market."

More MuleSoft Anypoint Platform pros

Cons

"JAMS doesn't allow us to implement SOC controls. We are a company that trades stocks on the New York Stock Exchange, so all our transactions are audited. It has a feature that saves the file for only a month but doesn't segregate the data between finance and SOC-related compliance."

"The product does not allow the users to cut and paste the job names from the screen."

"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."

"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 biggest area with room for improvement is the area that my organization benefits the most from using JAMS, and that is in custom execution methods. I happen to have a very good C# developer. Ever since we got JAMS, he has spent a lot of time talking to JAMS developers, researching the JAMS libraries, and creating custom execution methods. He's gotten very good at it. He is now able to create them and maintain them very easily, but that knowledge was hard-won knowledge. It was difficult to come by, and if I should ever lose this developer, then I would be hard-pressed to find anyone who could create JAMS custom execution methods quite as well as he can since there really isn't all that much help, such as documentation or information, available on how to create custom execution methods."

"The JAMS automation code isn't so clean."

"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."

"All my machines at work are Macs. JAMS client is a Windows-based thing. It is all built on .NET, which makes perfect sense. However, that means in order for me to access it, I need to connect to a VPN, then log onto one of our Azure VMs in order to access the JAMS client. This is fine, but if for some reason I am unable to do so, it would be nice to be able to have a web-based JAMS client that has all the exact same functionality in it. There are probably a whole bunch of disadvantages that you would get with that as well, but that is definitely something that would make life easier in a few cases."

More JAMS cons

"To be very honest, technical support from AWS is extremely expensive."

"The documentation provided is good."

"The price could be improved."

"The solution's licensing methodologies could be improved."

"When we are integrating with other applications, readily available connectors make it easy. However, when it comes to external applications, connectivity isn't as straightforward."

"Mule Anypoint Platform could improve by having more up-to-date adapters to do work in a digital space."

"The tool requires programming language."

"It's extremely expensive to change things in Anypoint MQ. There's also this issue of slow output of messages, and that needs to be improved."

"The solution is very costly. The solution should provide a package with fewer capabilities at a lower price for specific companies that don’t have a big IT budget. Not every customer requires all the capabilities of the software. It will be a good fit in the market, and they will easily sell it more."

"From a monitoring point of view, MuleSoft Anypoint Platform can improve on tracking transactions."

More MuleSoft Anypoint Platform cons

Pricing and Cost Advice

"There are no additional costs other than the license for Fortra's JAMS which is affordable."

"The pricing is reasonable."

"For what it does, the product is priced very well."

"Our licensing is pretty cheap because we have a state solution. So, we pay only $1,000 a year."

"This is a good product at a fair price."

"JAMS is priced competitively compared to similar solutions and offers flexible licensing options to cater to user needs."

"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."

More JAMS pricing and cost advice

"It is not an inexpensive solution but it is less expensive than other options."

"Mule is not the cheapest integration platform out there, but it deserves the price we are paying."

"Mule Anypoint Platform is an expensive solution."

"Mule Anypoint Platform pricing is slightly higher compared to Dell Boomi."

"I can't give you a straightforward answer because sometimes it depends on the usage. If you're going to have fewer than 5 million messages, it is free of cost. If you're going to have more than 5 million messages, they're going to charge $100 per month"

"MuleSoft Anypoint Platform really needs to work on its pricing model because it's very complicated."

"The tool's pricing is cheaper than other RPAs' since it is execution-based. Other RPAs charge based on subscriptions."

"The solution has a high price."

"Price-wise, it is a good product since it is reasonably priced."

More MuleSoft Anypoint Platform pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

14%

Computer Software Company

11%

Manufacturing Company

10%

Healthcare Company

Financial Services Firm

25%

Outsourcing Company

Comms Service Provider

Transportation Company

Financial Services Firm

12%

Manufacturing Company

11%

Computer Software Company

10%

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	8
Large Enterprise	18

No data available

By reviewers
Company Size	Count
Small Business	22
Midsize Enterprise	12
Large Enterprise	30

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 advice do you have for others considering Mule Anypoint Platform?

I architected solutions using Oracle SOA/OSB, Spring Boot, MuleSoft Anypoint Platform on cloud / on-premises and hybr...

How does TIBCO BusinessWorks compare with Mule Anypoint Platform?

Our organization ran comparison tests to determine whether TIBCO BusinessWorks or Mule Anypoint platform integration ...

What can Mule Anypoint Platform be used for and what do you use it for most often?

This is a very flexible solution that comes with multiple uses. My organization mostly uses Mule Anypoint Platform f...

Redwood RunMyJobs vs JAMS

Comparisons

Control-M vs JAMS

Compared 18% of the time

Compared 10% of the time

AutoSys Workload Automation vs JAMS

Compared 9% of the time

Stonebranch vs JAMS

Compared 9% of the time

OpCon vs JAMS

Compared 4% of the time

More JAMS Competitors

Astro by Astronomer vs Amazon Managed Workflows for Apache Airflow

Compared 20% of the time

AutoSys Workload Automation vs Amazon Managed Workflows for Apache Airflow

Compared 13% of the time

Automic Automation vs Amazon Managed Workflows for Apache Airflow

Compared 12% of the time

Redwood RunMyJobs vs Amazon Managed Workflows for Apache Airflow

Compared 11% of the time

Tidal by Redwood vs Amazon Managed Workflows for Apache Airflow

Compared 4% of the time

More Amazon Managed Workflows for Apache Airflow Competitors

Redwood RunMyJobs vs MuleSoft Anypoint Platform

Compared 16% of the time

Tidal by Redwood vs MuleSoft Anypoint Platform

Compared 6% of the time

Boomi iPaaS vs MuleSoft Anypoint Platform

Compared 3% of the time

Palantir Foundry vs MuleSoft Anypoint Platform

Compared 3% of the time

IBM MQ vs MuleSoft Anypoint Platform

Compared 3% of the time

More MuleSoft Anypoint Platform Competitors

Product Reports

JAMS

Download JAMS product report

Download Amazon Managed Workflows for Apache Airflow product report

Workload Automation

December 2025

Amazon Managed Workflows for Apache Airflow report

MuleSoft Anypoint Platform

Download MuleSoft Anypoint Platform product report

Also Known As

No data available

Data Integrator, Anypoint MQ

Interactive Demo

JAMS Software

Demo not available

Amazon Web Services (AWS)

Demo not available

Salesforce

Overview

JAMS is an automation and job scheduling solution designed for workflow optimization, catering to businesses large and small with flexible licensing and integration options.

Offering both Core and Advanced packages, JAMS supports a range of environments from small teams to large-scale operations. Its standout features include integration with platforms like PowerShell, SQL, and SAP, coupled with capabilities such as dependency management and natural language scheduling. JAMS simplifies job management, centralizes workflows, and boosts productivity with its robust automation features. Customizable workflows and insightful logging make it adaptable for diverse needs, supported by responsive customer service ensuring seamless operations.

What are JAMS's key features?

Automation & Scheduling: Flexible automation helps manage complex job schedules efficiently.
Integration: Connects seamlessly with platforms like SQL Server, SAP, and Python for diverse applications.
Centralized Job Management: A unified interface for handling thousands of jobs daily.
Dependency Management: Supports complex workflows with efficient dependency tracking.
Insightful Logging: Provides detailed logs and notifications for precise task execution.

What benefits should users look for in JAMS reviews?

Enhanced Productivity: Automates repetitive tasks, freeing up resources for strategic initiatives.
Scalability: Flexible licensing models grow with business size and needs.
Efficient Workflow Automation: Streamlines job orchestration across environments.
Responsive Support: Helps ensure smooth operations with quick troubleshooting.

In industries, JAMS is employed for automating workflows and managing batch jobs. Organizations utilize it for SSIS, SQL Server tasks, file transfers, and integrating with vendor systems, achieving efficient file automation and data management. Scheduler enables precise execution of thousands of tasks daily, enhancing operational efficiency.

JAMS Software

Amazon Managed Workflows for Apache Airflow streamlines the deployment and management of data pipelines using Apache Airflow on AWS, providing a scalable and secure environment for workflow orchestration.

It allows users to easily create and monitor their workflows, leveraging seamless integrations with AWS services and ensuring compliance with security and operational best practices. The service handles the underlying infrastructure, freeing users from tasks like provisioning and scaling, while also offering enterprise-grade capabilities, such as the ability to manage sensitive data with robust security features.

What features make Amazon Managed Workflows for Apache Airflow valuable?

Automatic Scaling: Dynamically adjusts resources based on workflow demands.
Integrations with AWS services: Offers built-in support for services like S3 and Redshift.
Version Management: Tracks and manages DAG versions with ease.
Security: Provides network isolation, encryption at rest, and IAM roles.

What benefits or ROI should you look for in reviews?

Reduced Operational Overhead: Minimizes the need for manual infrastructure management.
Enhanced Scalability: Easily adapts to workload changes.
Improved Efficiency: Facilitates faster deployment of data workflows.
Cost-effective: Optimizes resource usage and minimizes costs.

Amazon Managed Workflows for Apache Airflow is widely implemented across industries such as e-commerce, finance, and healthcare, where complex data pipelines are essential for operational decision-making and analytics. Companies benefit from its ability to manage large volumes of data efficiently and integrate with diverse data sources, enhancing their analytical capabilities.

Amazon Web Services (AWS)

MuleSoft Anypoint Platform provides API management and integration capabilities with scalability, ensuring seamless connectivity across systems.

MuleSoft Anypoint Platform offers API management and integration capabilities within a user-friendly interface. With a range of connectors and the ability to handle integration patterns, it enables data integration across environments with support for API-led connectivity. High scalability, observability, batch processing, and tooling are key features, enhancing performance while simplifying deployment.

What are the standout features of MuleSoft Anypoint Platform?

API Management: Comprehensive tools for managing APIs effectively.
Integration Capabilities: Facilitates diverse integration patterns.
Connectors: Extensive library for connecting various systems.
Observability: Enhances monitoring and performance tracking.
Batch Processing: Manages large volumes of data efficiently.

What benefits and ROI should users expect?

Scalability: Adaptable to growing data demands across platforms.
Performance: Simplifies complex deployments and improves processing.
Flexibility: Supports multiple environments, from cloud to on-premises.
User-Friendly: Streamlines integration processes with robust tools.

MuleSoft Anypoint Platform is employed by organizations for API management and seamless integration across systems in industries like retail and e-commerce. It connects enterprise applications in environments such as SAP and Salesforce. Users leverage it for data transformation and synchronization, achieving efficient real-time processing and a middleware layer across systems.

Salesforce

Sample Customers

Teradata, Arconic, General Dynamics, Yum!, CVS Health, Comcast, Ghiradelli, & Boston’s Children’s Hospital

Information Not Available

VMware, Gucci, MasterCard, Target, Time Inc, Hershey's, Tesla, Spotify, Office Depot, Intuit, CBS, Amtrak, Salesforce, Gap, Ralph Lauren

Amazon Managed Workflows for Apache Airflow vs. MuleSoft Anypoint Platform