18.0
Flyte is a durable AI runtime for workloads involving training, serving, and agents.
Free planOpen sourceWebAPILinux
Alternatives to Apache Airflow
Apache Airflow suits teams that define Python workflows, schedule batch jobs with clear beginnings and endings, and monitor operations through a web interface. It supports manual DAG runs, task logs, status tracking, backfills, failed-task reruns, automatic retries, event triggers, human approvals, and execution observability. Its message-queue architecture coordinates an arbitrary number of workers, while separately installable providers connect Google Cloud, Amazon Web…
27.9
Kestra is a declarative platform for creating, running, and governing workflows across an organization.
Free planOpen sourceWebAPILinux
37.4
Apache DolphinScheduler is a free, open-source platform for designing and coordinating data workflows.
Free planOpen sourceWebAPILinux
- 4
Azure Data Factory
Azure Data Factory is a paid, web-based service for data integration and transformation.
WebAPISelf-hostedWindows7.3From $0.10 a month - 5
Prefect
Prefect is a workflow orchestration platform for data, machine learning, and agent workflows written in Python.
Free planWebAPISelf-hosted6.9From $100 a month - 6
Dagster
Dagster is a data-aware orchestrator for building, running, and monitoring data pipelines and assets.
WebAPILinuxSelf-hosted6.6 - 7
Luigi
Luigi is a free Python package for building and coordinating complex pipelines of batch jobs.
Free planWebAPILinuxSelf-hosted6.2Free plan - 85.6From $1.75 a month
- 9
Mage
Web5.4From $29 a month - 10
Astronomer
Astronomer
5.1From $0.35 a month - 11
Rivery
Rivery
4.8 - 12
Amazon Managed Workflows for Apache Airflow
Amazon Web Services
4.3 - 13
Apache Oozie
Apache Software Foundation
4.3 - 14
Databricks Workflows
Databricks
4.3 - 15
Google Cloud Composer
Google Cloud
4.3