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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

"Previously, we manually managed file transfers by writing our scripts. The automated MFT feature is great for me and the company. It helps us know where the files are going and enables us to track errors if anything fails. It also makes the connection seamless for third-party vendors."
"We have over 50 jobs running daily to manage all the integration of our systems and we don’t have to monitor these jobs; they just run, JAMS centralizes the management of jobs in our environment, has streamlined our monitoring, saves us about four hours a week in troubleshooting time, and has helped free up about eight hours a week of IT staff time."
"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 product is easy to use."
"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."
"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."
"Getting JAMS in place was a game changer for us back then."
"The user-friendly and adaptable scheduler allows us to manage various scheduling scenarios."
"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."
"It's Amazon, it's scalable."
"AWS Step Functions acts as a high-level layer, allowing us to seamlessly integrate with microservices."
"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."
"It is a scalable solution."
"One can rate all the calls and that is a good feature."
"AWS Step Functions was stable, and there were no problems that I can recall."
"Overall, I would rate AWS Step Functions at least nine out of ten."
"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

"Fortra is getting much better with documentation and examples, but there is still room for improvement."
"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."
"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."
"The search capability needs to be improved because when we try to search for a job, it's hard to do."
"JAMS notifications for hung jobs could be improved."
"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?'"
"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."
"It does validations when you try to delete an object and if there are any dependencies in place, the deletion process will not proceed... there is no information provided as to what it was that caused the validation to fail... it's quite a tedious process to find which object is getting in the way."
"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."
"I think AWS Step Functions is good, but the UI in the console can be much more user-friendly."
"There is room for improvement in terms of integration with other products. It would benefit from more integration with different applications or services."
"It is difficult to suggest improvements at the moment."
"Increasing the payload size would be beneficial."
"The interface can sometimes feel limited, as we're unable to see what AWS is running behind the scenes."
"The price and support are areas with shortcomings where the solution needs to improve."
"The solution's data size limit can be improved."
"An area for improvement for Inngest could be stronger product reporting, such as cost by client and AI feature."
 

Pricing and Cost Advice

"JAMS is relatively inexpensive, with additional costs only incurred for tags, other services, and optional support renewals."
"Fortra's JAMS pricing structure has deteriorated significantly since its acquisition by Fortra."
"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."
"The pricing is reasonable."
"In the end, you'll find that it's really worth the price. There is some sticker shock, but it's worth every dime."
"Our licensing is pretty cheap because we have a state solution. So, we pay only $1,000 a year."
"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."
"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."
"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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