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Astro by Astronomer vs IBM 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
6.7
Number of Reviews
37
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
IBM Workload Automation
Ranking in Workload Automation
8th
Average Rating
8.0
Reviews Sentiment
7.0
Number of Reviews
33
Ranking in other categories
No ranking in other categories
 

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 Astro by Astronomer is 1.5%, up from 0.4% compared to the previous year. The mindshare of IBM Workload Automation is 4.9%, down from 8.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Market Share Distribution
ProductMarket Share (%)
JAMS2.6%
IBM Workload Automation4.9%
Astro by Astronomer1.5%
Other91.0%
Workload Automation
 

Featured Reviews

reviewer2770605 - PeerSpot reviewer
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.
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reviewer2701716 - PeerSpot reviewer
Technical Lead at a financial services firm with 1,001-5,000 employees
Dynamic workload balancing facilitates efficient job scheduling and ensures continuity with a master-slave setup
One valuable feature of IBM Workload Automation is the ability to combine different applications and platforms to organize jobs together, creating dependencies. It's akin to an orchestra. Another feature is dynamic workload balancing, which I find enhances efficiency by automating job setup to run daily. Moreover, having a backup setup allows for immediate recovery if the master setup fails.
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Computer Software Company
11%
Manufacturing Company
10%
Healthcare Company
5%
Financial Services Firm
33%
Healthcare Company
15%
Manufacturing Company
6%
Computer Software Company
5%
Financial Services Firm
28%
Retailer
7%
Manufacturing Company
7%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise8
Large Enterprise18
No data available
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise29
 

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...
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What needs improvement with IBM Workload Automation?
IBM Workload Automation could be improved by reducing its cost. The maintenance charges have increased significantly,...
What is your primary use case for IBM Workload Automation?
We use IBM Workload Automation ( /products/ibm-workload-automation-reviews ) as a scheduler. We install agents on the...
What advice do you have for others considering IBM Workload Automation?
I recommend IBM Workload Automation as it's a well-established and stable product. However, the cost is a concern. Th...
 

Also Known As

No data available
No data available
IBM Tivoli Workload Scheduler, IBM TWS
 

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
Information Not Available
Standard Life Group, Banca Popolare di Milano, A*STAR, ArcelorMittal Gent
Find out what your peers are saying about BMC, Broadcom, JAMS Software and others in Workload Automation. Updated: December 2025.
881,082 professionals have used our research since 2012.