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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
6.6
Number of Reviews
44
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

"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."
"Being able to create a series of chained jobs, which are basically linked jobs is valuable."
"The most valuable aspect of JAMS is its robustness."
"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."
"JAMS has improved my organization by taking a myriad of manual processes and allowing us to automate them. It enables our folks to focus more on tasks that require their human intelligence and their creativity and less on just mundane tasks. It increases efficiency, accuracy, and consistency."
"The dashboard is intuitive."
"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."
"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."
"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 a general solution that you can adapt to your own needs and is simple to use. We like that it can be integrated with everything in the AWS suite, and that the creation of the pipeline can be done using the graphical user interface."
"It's Amazon, it's scalable."
"Overall, I would rate AWS Step Functions at least nine out of ten."
"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."
"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."
"AWS Step Functions acts as a high-level layer, allowing us to seamlessly integrate with microservices."
"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 UI could be better. There were some things that were not quite intuitive, such as the search tool. When we tried to search for jobs, we had to clear the entire search and then go in and enter the new search query. That's something that wasn't intuitive for a new user."
"One issue which can prevent jobs from running is when a script gets into a loop."
"The UI is completely unintuitive. We had to go and open up a support ticket with JAMS just to get something back."
"They recently switched to subscription-based pricing, which increased."
"The monitoring of the JAMS product and its performance is an area of concern for me."
"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."
"The ACL or access permission area needs to be improved. When it comes to defining and providing security permissions, it's a bit confusing if you are new to JAMS. JAMS needs to improve the features for security access or permissions."
"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 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 solution's pricing could be cheaper. It is cheaper than Airflow."
"AWS Step Functions' fault tolerance capabilities can be improved, but if managed well in orchestration, then the impact is minimal."
"Setup took about one day. We had some errors to understand in the beginning, but now everything is working good."
"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 hard to coordinate the declaratory language."
"The interface can sometimes feel limited, as we're unable to see what AWS is running behind the scenes."
"Increasing the payload size would be beneficial."
"An area for improvement for Inngest could be stronger product reporting, such as cost by client and AI feature."
 

Pricing and Cost Advice

"For what it does, the product is priced very well."
"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."
"It's expensive, to be honest, but it does the job."
"The pricing of JAMS has not been an issue for us, as it has allowed us to save time."
"Definitely check how many single processes you want to run and count them as jobs. That is how you would work out your pricing on JAMS. For example, if you're running a number of commands and you can put them all into one script and run that script, you can count that as one job."
"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."
"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."
"The solution is expensive."
"The solution's price is reasonable."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Construction Company
12%
Manufacturing Company
9%
Comms Service Provider
6%
Financial Services Firm
22%
Manufacturing Company
8%
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 Business14
Midsize Enterprise14
Large Enterprise21
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
Find out what your peers are saying about BMC, Broadcom, JAMS Software and others in Workload Automation. Updated: July 2026.
906,829 professionals have used our research since 2012.