Analytics & Data·Standings
Compare Data Orchestration Software
Data orchestration software helps plan and coordinate data workflows. Compare where a tool runs and whether its API, open-source code, or free tier fits your needs.
This board uses a signal score out of 10. Its API, open-source, and free-tier marks help you check those options at a glance.
- 16 platforms
- 1 with a public API on this page
- 11 with a free tier
- Checked 23 Oct 2026
- 1 K
Kestrakestra.ioAn open-source platform for running and managing workflows across an organization.
- 2 ADApache DolphinSchedulerdolphinscheduler.apache.org
An open-source workflow tool with drag-and-drop design and more than 30 built-in task types.
- 3 F
Flyteflyte.orgAn open-source workflow tool that can resume failed tasks and recover from infrastructure failures.
- 4 AA
Apache Airflowairflow.apache.orgAn open-source tool for authoring, scheduling, and monitoring workflows through a web interface.
- 5 AD
Azure Data Factoryazure.microsoft.comA managed cloud service for moving, transforming and coordinating data across workflows.
- 6 LLuigigithub.com
A free Python package for batch-job pipelines, with integrations for Hadoop, Spark, and databases.
- 7 PPrefectprefect.io
A workflow tool that turns Python code into workflows and offers retries and failure recovery.
- 8 D
Dagsterdagster.ioA data pipeline tool that tracks assets and dependencies, with a free trial and paid plans.
- 9 MMagemage.ai
A workflow platform with scheduling and pipeline monitoring, plus a free plan.
- 10 DWDatabricks WorkflowsDatabricks
A Databricks workflow service with a free plan.
- 11 AMAmazon Managed Workflows for Apache AirflowAmazon Web Services
A managed Apache Airflow service for scheduling and monitoring data workflows.
- 12 AOApache OozieApache Software Foundation
A free workflow tool from the Apache project.
- 13 RRiveryRivery
A data workflow service with a free plan and paid plans priced on request.
- 14 IDIBM DataStageibm.com
A hybrid data integration tool with ETL features and custom code transforms.
- 15 AAstronomerAstronomer
A paid platform for Apache Airflow, with plans priced by month.
- 16 GCGoogle Cloud ComposerGoogle Cloud
A managed Apache Airflow service on Google Cloud.
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How to choose
Where does the software need to run?
Choose a tool that supports the environment where you plan to use it. Options on this board include web, API, self-hosted, Linux, macOS, and Windows.
If you need to manage the software yourself, check for a self-hosted option. If you need it to connect through an API, look for the API mark.
Can I try data orchestration software for free?
Look for a free-plan mark if you want an ongoing no-cost option, and a free-trial mark if you want to evaluate a paid service before committing.
Pricing models vary, so check the maker's current terms before choosing.
Should I choose open-source orchestration software?
Open-source code can matter if you want to inspect or change the software. Check the tool's licence to understand what you can do with that code.
An open-source mark and a free-plan mark describe different things; check both if cost and code access matter to you.
Do I need a public API?
A public API can be useful when you need software to connect with other apps or be controlled through a defined interface. Check the API mark and confirm that it supports your intended connections.
Questions
What does data orchestration software do?
It helps plan and coordinate data workflows. Compare the environments it supports and whether its API, open-source code, or free tier suits your needs.
Which data orchestration software has a free plan?
The board marks tools with a free plan. Check the individual listing and the maker's terms for current details.
Is there a difference between a free plan and a free trial?
A free plan is a no-cost plan; a free trial lets you try a service for a limited period. Check the maker's terms for details.
What does the API mark mean on this board?
It indicates that a tool has a public API. Check with the maker to confirm that the API supports the connections you need.
How do I choose between self-hosted and web software?
Choose based on where you need the software to run and who will manage it. Check the platform options in the listing against your setup.
What should I check before using open-source orchestration software?
Check the licence to understand how you may use or change the code. Also compare the available platforms and pricing options.
Some top positions on this board can be paid placements, standing where they were sold. The facts on each platform are not for sale. How we rank · Disclosure