Open Source Alternatives
Open source alternatives to Argo Workflows
Open source alternatives to Argo Workflows, ranked by GitHub stars and freshness.
5 open-source alternatives in the index, ranked by GitHub stars and freshness.
Prefect
Community
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
Best for: Python teams building production data pipelines who need observability and fault tolerance without heavyweight infrastructure
Metaflow
Community
Build, Manage and Deploy AI/ML Systems
Best for: Data scientists and ML engineers building reproducible, scalable machine learning pipelines
Flyte
Community
Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
Best for: Teams building and scaling production ML pipelines on Kubernetes
Kubeflow Pipelines
Community
Machine Learning Pipelines for Kubeflow
Best for: Teams already using Kubeflow who need a managed way to orchestrate ML pipelines on Kubernetes
Airflow
Community
Platform created by the community to programmatically author, schedule and monitor workflows.
Best for: Teams that need a robust, code-driven scheduler for batch-oriented data pipelines