Apache Airflow

11 Tools ersetzen Apache Airflow

KestraVollwertiger Ersatz

Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

Workflows declared in YAML, with tasks in any language and event triggers.

Sprache
Java
Sterne
29k
Neuestes Release
v2.0.5
Letzter Push
2026-10-06
PrefectVollwertiger Ersatz

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

Workflows as plain Python functions with decorators, without DAG files.

Sprache
Python
Sterne
24k
Neuestes Release
3.8.8
Letzter Push
2026-10-06
DagsterVollwertiger Ersatz

An orchestration platform for the development, production, and observation of data assets.

Orchestration around data assets, with lineage and a local UI.

Sprache
Python
Sterne
16k
Neuestes Release
1.13.25
Letzter Push
2026-10-06
Apache DolphinSchedulerVollwertiger Ersatz

Apache DolphinScheduler is the modern data orchestration platform. Agile to create high performance workflow with low-code

Workflows drawn in a web UI or written with a Python SDK, with multi-tenant scheduling.

Sprache
Java
Sterne
15k
Neuestes Release
3.4.3
Letzter Push
2026-10-06
LuigiTeilweise

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

Pipelines of Python tasks with dependencies, started by cron rather than a scheduler of its own.

Sprache
Python
Sterne
19k
Neuestes Release
v3.8.1
Letzter Push
2026-10-06
WindmillTeilweise

Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal.

Schedules and runs workflows written as code.

Sprache
Rust
Lizenz
Other
Sterne
18k
Neuestes Release
v1.825.0
Letzter Push
2026-10-06
MageTeilweise

🧙 Build, run, and manage data pipelines for integrating and transforming data.

Pipelines built from Python, SQL and R blocks in a notebook-style editor, with scheduling.

Sprache
Python
Sterne
8.8k
Neuestes Release
0.9.79
Letzter Push
2026-10-05
FlyteTeilweise

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

Typed, containerised Python workflows on Kubernetes, aimed at ML and data pipelines.

Sprache
Go
Sterne
7.6k
Neuestes Release
v1.16.9
Letzter Push
2026-10-06
DaguTeilweise

Self-hostable workflow orchestrator for teams whose main work isn't orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One binary, no database, runs on limited H/W resources. Alternative to Airflow / Cron / Job Scheduler.

Workflows as YAML DAGs run from a single binary with a web UI, without a database.

Sprache
Go
Lizenz
GPL-3.0
Sterne
4.3k
Neuestes Release
v2.18.2
Letzter Push
2026-10-06

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