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Astro by Astronomer vs ESP dSeries Workload Automation comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jan 18, 2026

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
41
Ranking in other categories
No ranking in other categories
Astro by Astronomer
Ranking in Workload Automation
27th
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
No ranking in other categories
ESP dSeries Workload Automa...
Ranking in Workload Automation
32nd
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of April 2026, in the Workload Automation category, the mindshare of JAMS is 2.7%, up from 1.7% compared to the previous year. The mindshare of Astro by Astronomer is 1.5%, up from 0.4% compared to the previous year. The mindshare of ESP dSeries Workload Automation is 0.9%, up from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
JAMS2.7%
Astro by Astronomer1.5%
ESP dSeries Workload Automation0.9%
Other94.9%
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.
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Top Industries

By visitors reading reviews
Financial Services Firm
16%
Construction Company
12%
Manufacturing Company
8%
Healthcare Company
7%
Financial Services Firm
35%
Healthcare Company
15%
Computer Software Company
4%
Media Company
4%
Financial Services Firm
26%
Energy/Utilities Company
9%
Insurance Company
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise10
Large Enterprise20
No data available
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for JAMS?
My thoughts on the pricing of JAMS are that I won't say it is cheap, but it is cost-efficient, and that should be acc...
What needs improvement with JAMS?
An area that has room for improvement is related to the AWS RDS and database part, where they said that is in progres...
What is your primary use case for JAMS?
My use case is in batch scheduling and managing the batch jobs.
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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
CCEE, Guamont,
Find out what your peers are saying about BMC, Broadcom, JAMS Software and others in Workload Automation. Updated: April 2026.
892,287 professionals have used our research since 2012.