Best Workload Automation Software in 2026
Updated
In short: Kestra is ranked #1 of 22 as of 3 October 2026, ahead of Dagu and Rundeck. The best-ranked option with a free plan is Dagu. The lowest first paid tier on this page is Dagster at $10/mo.
Workload automation software helps organize jobs and workflows that run across systems, with dependencies and triggers shaping when tasks proceed. The ranking starts with Kestra, Dagu, and Rundeck, followed by Temporal and Apache Airflow. Compare workflow dependencies and event triggers alongside concurrent jobs and cross-platform execution to understand how each handles automated work. Audit logs and SLA monitoring are useful oversight criteria, while deployment options may affect fit with your environment. Also weigh free-plan availability and paid-from pricing against the workflow capabilities you need. The 22 entries are ranked across these stated points, giving you a way to compare execution, monitoring, and operational requirements.
22 workload automation software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
#1 Kestra Top pick · 7.4 Free plan · Free
#2 Dagu Runner-up · 7.3 Free plan · $50/mo
#3 Rundeck Also great · 7.2 Free plan · Free
- Free planFree trial apiLinuxmacOSself-hostedWebWindows
- Free plan
- Yes
- Event triggers
- Yes
RecognisedDocumentedFree planPlatforms - Free planFree trial apiLinuxmacOSself-hostedWebWindows
- Free plan
- Yes
- Paid from
- 50 /mo
- Deployment
- hybrid
- Workflow dependencies
- Yes
- Event triggers
- Yes
- Cross-platform execution
- Yes
RecognisedDocumentedFree planPlatforms$50/mofirst paid tier About DaguVisit site - Free planFree trial apiLinuxmacOSself-hostedWebWindows
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms - Free plan apiLinuxmacOSself-hostedWeb
- Free plan
- Yes
- Event triggers
- Yes
RecognisedDocumentedFree planPlatforms - Free planFree trial apiLinuxself-hostedWebWindows
- Free plan
- Yes
- Paid from
- 120 /mo
RecognisedDocumentedFree planPlatforms$120/mofirst paid tier About WindmillVisit site - Free plan apiLinuxself-hostedWeb
- Free plan
- Yes
- Deployment
- self-hosted
- Workflow dependencies
- Yes
- Event triggers
- No
- Cross-platform execution
- Yes
RecognisedDocumentedFree planPlatforms - Free plan apiself-hostedWeb
- Free plan
- Yes
- Paid from
- 100 /mo
- Event triggers
- Yes
RecognisedDocumentedFree planPlatforms$100/mofirst paid tier About PrefectVisit site - Free trial apiLinuxmacOSself-hostedWebWindows
- Deployment
- hybrid
- Workflow dependencies
- Yes
- Event triggers
- Yes
- Cross-platform execution
- Yes
RecognisedDocumentedFree planPlatforms - Free plan apiLinuxself-hostedWeb
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms - Free trial AndroidapiiOSLinuxmacOSself-hostedWebWindows
- Event triggers
- Yes
RecognisedDocumentedFree planPlatforms - Free trial apiLinuxmacOSself-hostedWebWindows
- Free plan
- Yes
- Event triggers
- Yes
RecognisedDocumentedFree planPlatforms$50/mofirst paid tier About TemporalVisit site - apiLinuxWebWindows
- Free plan
- No
- Paid from
- 2,400 /mo
RecognisedDocumentedFree planPlatforms - apiLinuxself-hostedWeb
- Deployment
- hybrid
- Workflow dependencies
- Yes
- Event triggers
- Yes
- Cross-platform execution
- Yes
RecognisedDocumentedFree planPlatforms - Free trial apiLinuxself-hostedWeb
- Free plan
- Yes
- Paid from
- 10 /mo
- Event triggers
- Yes
RecognisedDocumentedFree planPlatforms$10/mofirst paid tier About DagsterVisit site - Web
- Free plan
- No
RecognisedDocumentedFree planPlatforms - Free trial apiself-hostedWeb
- Free plan
- No
- Deployment
- hybrid
- Workflow dependencies
- Yes
- Event triggers
- Yes
- Cross-platform execution
- Yes
RecognisedDocumentedFree planPlatforms - WebWindowsmacOSLinux
- Event triggers
- Yes
RecognisedDocumentedFree planPlatforms - WebWindowsmacOSLinux
- Event triggers
- Yes
RecognisedDocumentedFree planPlatforms - WindowsWeb
- Free plan
- No
- Deployment
- self-hosted
- Event triggers
- Yes
- Cross-platform execution
- Yes
RecognisedDocumentedFree planPlatforms - Web
- Free plan
- Yes
- Event triggers
- Yes
RecognisedDocumentedFree planPlatforms - WebRecognisedDocumentedFree planPlatforms
- WebLinuxRecognisedDocumentedFree planPlatforms
Is your app on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which workload automation software is ranked first on Everything Xiaomi?
Kestra is ranked #1 of 22 with a score of 7.4. Dagu is second and Rundeck third.
How many of these have a free plan?
8 of the 22 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Dagster has the lowest first paid tier we found: $10/mo.
How is this list ranked?
Ranked on what each maker publishes: documentation depth, a free tier and the platforms it runs on. Paid placements never change a rank.