Best Workload Automation Software in 2026
Updated
In short: ActiveBatch is ranked #1 of 21 as of 4 October 2026, ahead of BMC Control-M and Automic Automation. The best-ranked option with a free plan is Kestra. The lowest first paid tier on this page is Dagster at $10/mo.
Workload automation software helps coordinate jobs and workflows, including tasks that depend on other work or respond to events. ActiveBatch, BMC Control-M, and Automic Automation are options to examine. Compared on workflow dependencies and event triggers, the entries can be weighed for how they represent connected and responsive work. Concurrent jobs and cross-platform execution offer additional criteria for considering workload needs, while audit logs and SLA monitoring speak to oversight. Deployment is another point to compare when considering the environment where a tool will run. Check free-plan availability and paid-from pricing alongside these workflow and operational details.
21 workload automation software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
Recognised 40% · Phone app 26% · Documented 20% · Free plan 14% of the score
- 1 ActiveBatch iPhone + Android RecognisedPhone appDocumentedFree plan 8.6 Event triggers: Yes
- 2 BMC Control-M iPhone + Android RecognisedPhone appDocumentedFree plan 8.4$2,400/mo
- 3 Automic Automation No phone app RecognisedPhone appDocumentedFree plan 7.6 Deployment: hybridWorkflow dependencies: YesEvent triggers: Yes
- 4 Kestra No phone app RecognisedPhone appDocumentedFree plan 7.6Free Event triggers: Yes
- 5 Prefect No phone app RecognisedPhone appDocumentedFree plan 7.4$100/mo Event triggers: Yes
- 6 HCL Workload Automation No phone app RecognisedPhone appDocumentedFree plan 7.2 Deployment: hybridWorkflow dependencies: YesEvent triggers: Yes
- 7 Windmill No phone app RecognisedPhone appDocumentedFree plan 7.1$120/mo
- 8 Tidal Workload Automation No phone app RecognisedPhone appDocumentedFree plan 7.0 Deployment: hybridWorkflow dependencies: YesEvent triggers: Yes
- 9 Rundeck No phone app RecognisedPhone appDocumentedFree plan 6.9Free
- 10 Apache Airflow No phone app RecognisedPhone appDocumentedFree plan 6.8Free Event triggers: Yes
- 11 Dagster No phone app RecognisedPhone appDocumentedFree plan 6.6$10/mo Event triggers: Yes
- 12 Temporal No phone app RecognisedPhone appDocumentedFree plan 6.6$50/mo Event triggers: Yes
- 13 Stonebranch Universal Automation Center No phone app RecognisedPhone appDocumentedFree plan 6.5
- 14 Dagu No phone app RecognisedPhone appDocumentedFree plan 6.5$50/mo Deployment: hybridWorkflow dependencies: YesEvent triggers: Yes
- 15 StackStorm No phone app RecognisedPhone appDocumentedFree plan 6.0Free
- 16 Luigi No phone app RecognisedPhone appDocumentedFree plan 5.9Free Deployment: self-hostedWorkflow dependencies: YesEvent triggers: No
- 17 Argo Workflows No phone app RecognisedPhone appDocumentedFree plan 5.5Free Event triggers: Yes
- 18 Apache DolphinScheduler No phone app RecognisedPhone appDocumentedFree plan 5.4
- 19 Flyte No phone app RecognisedPhone appDocumentedFree plan 5.4 Event triggers: Yes
- 20 VisualCron No phone app RecognisedPhone appDocumentedFree plan 5.3 Deployment: self-hostedEvent triggers: Yes
- 21 Azkaban No phone app RecognisedPhone appDocumentedFree plan 4.8 Event triggers: Yes
Compare all 21 in a table
| # | App | Score | Free plan | From | Free plan | Paid from | Deployment | Workflow dependencies |
|---|---|---|---|---|---|---|---|---|
| 1 | ActiveBatch | 8.6 | No | — | — | — | — | — |
| 2 | BMC Control-M | 8.4 | No | $2,400/mo | No | 2,400 /mo | — | — |
| 3 | Automic Automation | 7.6 | No | — | — | — | hybrid | Yes |
| 4 | Kestra | 7.6 | Free plan | Free | Yes | — | — | — |
| 5 | Prefect | 7.4 | Free plan | $100/mo | Yes | 100 /mo | — | — |
| 6 | HCL Workload Automation | 7.2 | No | — | — | — | hybrid | Yes |
| 7 | Windmill | 7.1 | Free plan | $120/mo | Yes | 120 /mo | — | — |
| 8 | Tidal Workload Automation | 7.0 | No | — | No | — | hybrid | Yes |
| 9 | Rundeck | 6.9 | Free plan | Free | Yes | — | — | — |
| 10 | Apache Airflow | 6.8 | Free plan | Free | Yes | — | — | — |
| 11 | Dagster | 6.6 | No | $10/mo | Yes | 10 /mo | — | — |
| 12 | Temporal | 6.6 | No | $50/mo | Yes | — | — | — |
| 13 | Stonebranch Universal Automation Center | 6.5 | No | — | — | — | — | — |
| 14 | Dagu | 6.5 | Free plan | $50/mo | Yes | 50 /mo | hybrid | Yes |
| 15 | StackStorm | 6.0 | Free plan | Free | Yes | — | — | — |
| 16 | Luigi | 5.9 | Free plan | Free | Yes | — | self-hosted | Yes |
| 17 | Argo Workflows | 5.5 | Free plan | Free | — | — | — | — |
| 18 | Apache DolphinScheduler | 5.4 | No | — | — | — | — | — |
| 19 | Flyte | 5.4 | No | — | Yes | — | — | — |
| 20 | VisualCron | 5.3 | No | — | No | — | self-hosted | — |
| 21 | Azkaban | 4.8 | No | — | — | — | — | — |
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 Samsung Mobile US Press?
ActiveBatch is ranked #1 of 21 with a score of 8.6. BMC Control-M is second and Automic Automation third.
How many of these have a free plan?
9 of the 21 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 mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation. Paid placements never change a rank.