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Automatite by GTM S t a c k
ETL & Data Pipelines

Airflow vs Prefect

Side-by-side comparison of Airflow and Prefect: pricing, features, AI support, and best-fit teams.

Verdict: Airflow is best for data teams running batch etl pipelines.. Prefect is best for data engineering teams writing python pipelines..

Economics

Metric Airflow Prefect
Pricing model free freemium
Starting price Custom $0/free tier
Team size enterprise mid-market

Feature comparison

Feature Airflow Prefect
Visual builder Yes Yes
AI steps native No No
Self-hostable No No
Code steps Limited Limited

Airflow is best for

Data teams running batch ETL pipelines.

Prefect is best for

Data engineering teams writing Python pipelines.

How they stack up

Airflow and Prefect are both serious players in the etl & data pipelines category, but they target different teams. Airflow open-source dag orchestration. Prefect python-native workflow orchestration.

When to pick Airflow

Data teams running batch ETL pipelines. The combination of battle-tested and huge community makes it the default choice for teams that match this profile.

When to pick Prefect

Data engineering teams writing Python pipelines. Python-native and Modern DX are the strongest reasons to choose it over Airflow.

What about Automatite?

If you are evaluating Airflow and Prefect, you should also evaluate Automatite — particularly if your workflows include AI steps, code, or need real version control. Automatite combines the strengths of both with a pricing model designed for high-volume teams.

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