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AWS Step Functions vs Inngest 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
6.4
Number of Reviews
45
Ranking in other categories
No ranking in other categories
AWS Step Functions
Ranking in Workload Automation
10th
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
15
Ranking in other categories
Business Process Management (BPM) (11th)
Inngest
Ranking in Workload Automation
22nd
Average Rating
8.0
Reviews Sentiment
2.2
Number of Reviews
1
Ranking in other categories
AI Agent Builders (8th), Business Orchestration and Automation Technologies (25th)
 

Mindshare comparison

As of July 2026, in the Workload Automation category, the mindshare of JAMS is 3.1%, up from 1.9% compared to the previous year. The mindshare of AWS Step Functions is 2.0%, up from 1.6% compared to the previous year. The mindshare of Inngest is 1.0%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
JAMS3.1%
AWS Step Functions2.0%
Inngest1.0%
Other93.9%
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.
YM
Senior Software Engineer at a tech services company with 10,001+ employees
Central orchestration has streamlined complex data workflows and now drives timely aviation alerts
The best features AWS Step Functions offers include the ability to deploy it via code. It helps us orchestrate anything that we want. Even if we have Glue jobs for another use case or Lambda that we are currently looking forward to, we are using Lambda to take DynamoDB data for real-time sales monitoring, then it goes to our S3 bucket. We have multiple workflows that are orchestrated by AWS Step Functions, and at the core, the main functionality is based on different frameworks. We have an Athena complete workflow, Glue job-based workflow, and a separate Lambda-based workflow. All of these are separately handled in AWS Step Functions. This is a good point and again with the inbuilt facilities of it, including how we can construct those workflows and add up a catch state or roll back or do multiple iterations using the Map state, that is very helpful for us.The Map state feature has specifically helped my team create a rollback state of the data since we were dropping some of our data assets. In case we want them back, we just wanted to do this. We took a particular layer and provided the data list, including the tables list, and using the Map state, we iterated over this list and one by one we did the backups of this data at the concurrency of five tables in a single execution. The Catch state, on the other hand, allows us to identify any error immediately. If we encounter an error, the Catch state immediately picks it up and we integrated webhooks or email notifications. That is how we are able to identify immediately if we face any error. At the core of our data engineering platform, AWS Step Functions sit at the topmost core of whatever pipelines we have. It is a main orchestration tool for us and helps us save costs. It is a key component of our engineering platform.
JP
project manager and delivery owner
Workflow orchestration has transformed AI delivery and creates clear, visible processes
Inngest handles orchestrating multi-step AI workflows effectively. The valuable aspect of this product is turning scattered background jobs into a visible workflow that can be planned, estimated, monitored, and discussed with engineering and client stakeholders. In our product, this matters because AI products often look simple at the interface level but contain many moving parts underneath. A user may only see a button or a chat response, but behind the scenes, they may encounter model calls, retrieval logic, state changes, data processing, and monitoring. Inngest helps to make the hidden layer more manageable. I value that Inngest supports repeatable patterns. Instead of inventing a new solution for each feature for client projects, we can use a more consistent approach that makes future work easier to scope and maintain. The best features Inngest offers include the ability to visualize the workflow, which allows for easy planning, estimation, and monitoring. Visualization aids greatly with planning and estimation in my projects, saving time and making communication with my team easier. As a delivery owner, I need to communicate with the team, and presenting to stakeholders is essential. Inngest has positively impacted my organization, allowing us to spend less engineering time on building orchestration patterns. Since using Inngest, I have noticed positive changes such as smoother processes and improved team collaboration. The best impact on my project and team is that it allows us to spend less engineering time on building orchestration patterns, resulting in fewer meetings and a clearer path for async AI features. This product reduces engineering efforts and shortens the delivery cycle. Everyone using Inngest, including myself, can feel the positive outcomes. Visibility is very important.

Quotes from Members

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

Pros

"Fortra's JAMS helped us centralize job management across our platforms and applications. This is critical because we schedule tasks across multiple applications and operating systems, using triggers and start dates to coordinate their execution."
"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 planning capabilities are most valuable."
"The product is easy to use."
"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."
"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."
"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."
"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."
"AWS Step Functions was stable, and there were no problems that I can recall."
"At the core of our data engineering platform, AWS Step Functions sit at the topmost core of whatever pipelines we have, is a main orchestration tool for us, helps us save costs, and is a key component of our engineering platform."
"It's Amazon, it's scalable."
"What I like the most about Amazon Step Functions is how easy it is to use."
"The number of historical events is great."
"AWS Step Functions acts as a high-level layer, allowing us to seamlessly integrate with microservices."
"It has enabled my organization to create workflows with a lot of different AWS services; it's a general solution that you can adapt to your own needs and is simple to use."
"If you want to create a workflow to call one Lambda function after another, and other serverless features, it could save you a ton of money. That's for sure."
"Inngest has positively impacted my organization, allowing us to spend less engineering time on building orchestration patterns, resulting in fewer meetings and a clearer path for async AI features."
 

Cons

"The product does not allow the users to cut and paste the job names from the screen."
"If there were a softcover book on how to really take advantage of all of JAMS' tools, I would buy it. I do better with training books than online searching, so a book would be helpful."
"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."
"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?'"
"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 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 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 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."
"The solution's data size limit can be improved."
"AWS Step Functions' fault tolerance capabilities can be improved, but if managed well in orchestration, then the impact is minimal."
"I would like to see more data transformation features in Amazon Step Functions like additional operators and logic."
"It is difficult to suggest improvements at the moment."
"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 price and support are areas with shortcomings where the solution needs to improve."
"Increasing the payload size would be beneficial."
"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."
"An area for improvement for Inngest could be stronger product reporting, such as cost by client and AI feature."
 

Pricing and Cost Advice

"This is a good product at a fair price."
"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."
"Our licensing is pretty cheap because we have a state solution. So, we pay only $1,000 a year."
"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."
"For what it does, the product is priced very well."
"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."
"JAMS is priced competitively compared to similar solutions and offers flexible licensing options to cater to user needs."
"It's expensive, to be honest, but it does the job."
"The solution's price is reasonable."
"The solution is expensive."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Construction Company
12%
Manufacturing Company
9%
Outsourcing Company
6%
Financial Services Firm
22%
Manufacturing Company
9%
Comms Service Provider
6%
Insurance Company
6%
Construction Company
34%
Comms Service Provider
11%
Healthcare Company
8%
Financial Services Firm
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business15
Midsize Enterprise14
Large Enterprise22
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise2
Large Enterprise6
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for JAMS?
I was not really involved in the pricing, setup cost, and licensing at that level. I am more involved in the technica...
What needs improvement with JAMS?
To improve JAMS, it should resolve the issues with the JD Edwards application and the need for the SSH client connect...
What is your primary use case for JAMS?
My main use case for JAMS is to install, set up, and configure for customers working with JD Edwards application. A s...
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...
What is your experience regarding pricing and costs for Amazon Step Functions?
I am not familiar with the pricing as most of my projects have environments from the customer side, and the contract-...
What needs improvement with Inngest?
An area for improvement for Inngest could be stronger product reporting, such as cost by client and AI feature. Bette...
What is your primary use case for Inngest?
Inngest is used to orchestrate multi-step AI backend workflows, including document upload events, processing, chunkin...
What advice do you have for others considering Inngest?
Regarding Inngest's AI capabilities, I do not discuss governance and security extensively because my role is primaril...
 

Comparisons

 

Also Known As

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

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
Alpha Apps, The Guardian, SGK, Bigfinite
Information Not Available
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