Apache Airflow is a platform to programmatically author, schedule and monitor workflows.
Open-source
Best Metaflow Alternatives ranked by AI · updated May 2025
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Metaflow is a human-friendly Python library that helps scientists and engineers build and manage real-life data science projects.
Price: Free
🎯 metaflow.org
Top 6 Metaflow alternatives
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Prefect is a workflow automation tool built for simplicity and reliability.
Pros
- Intuitive API
- Built-in monitoring
Cons
- Less mature than Airflow
- Limited integrations
Free tier available, paid plans
Kubeflow is an open-source machine learning platform based on Kubernetes for data scientists and ML engineers.
Flyte is a cloud-native, distributed workflow automation platform that enables you to scale your data pipelines. It supports various programming languages and...
Free to use with paid enterprise plans
Weights & Biases is a machine learning experiment tracking tool to help you easily track and visualize machine learning experiments.
Free with paid plans available
Luigi is a workflow automation tool that helps in building complex pipelines of batch jobs. It simplifies the orchestration of machine learning...
Free and Open Source
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