Metaflow is a human-friendly Python library that helps scientists and engineers build and manage real-life data science projects. Metaflow was originally developed at Netflix to boost productivity of data scientists who work on a wide variety of projects from classical...
Apache Airflow Alternatives
Apache Airflow is described as 'Airflow is a platform to programmaticaly author, schedule and monitor data pipelines' and is an app in the development category. There are more than 25 alternatives to Apache Airflow for a variety of platforms, including Web-based, SaaS, Linux, Self-Hosted and Windows apps. The best Apache Airflow alternative is n8n, which is free. Other great apps like Apache Airflow are Automa, Google Opal, Kestra and AgentHub.
Alternatives list
Easily deploy, schedule, manage and monitor tasks and workflows. Create complex workflows in seconds. Deploy tasks to AWS.
Cost / License
- Subscription
- Proprietary
Platforms
- Online
- Software as a Service (SaaS)



Dagster is a cloud-native data pipeline orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.



What if your code never failed? Failures happen. Temporal makes them irrelevant. Build applications that never lose state, even when everything else fails.
Cost / License
- Freemium (Subscription)
- Proprietary
Platforms
- Online
- Software as a Service (SaaS)
- Self-Hosted
- Docker

Velda is a dev-environment that allows developers to run jobs with cloud compute resource like GPUs without any other extra setup.
Cost / License
- Freemium
- Open Source
Platforms
- Self-Hosted
- Software as a Service (SaaS)
- Online

Prefect is an orchestrator for data-intensive workflows. It's the simplest way to transform any Python function into a unit of work that can be observed and orchestrated. With Prefect, you can build resilient, dynamic workflows that react to the world around them and recover...
Cost / License
- Freemium (Subscription)
- Open Source
Platforms
- Online
- Self-Hosted


+2
Dataflow based workflow framework. Contribute to flowsaber/flowsaber development by creating an account on GitHub.
Cost / License
- Free
- Open Source
Platforms
- Mac
- Windows
- Linux

The TaskYak is a distributed, team-based task orchestration platform. It lets you easily create scheduled or complex job workflows that your team can manage through a simple, self-hosted, and intuitive dashboard.
Cost / License
- Freemium (Subscription)
- Proprietary
Application type
Platforms
- Windows
- Linux



Shuffle is a low-code / no-code workflow automation program primarily aimed at security automation. Features include:
Cost / License
- Freemium (Subscription)
- Open Source
Platforms
- Windows
- Linux
- Docker


+3
Mage.ai is an open-source data pipeline tool designed to simplify the process of building, running, and maintaining machine learning and data workflows. With an intuitive interface, it allows users to create powerful pipelines for ETL (Extract, Transform, Load) processes, data...
Cost / License
- Free
- Open Source
Platforms
- Self-Hosted
















