Heads up: Azure Data Factory's Workflow Orchestration Manager (managed Airflow) no longer accepts new instances (since January 1, 2026). Microsoft recommends Apache Airflow jobs in Microsoft Fabric.

Analytics & Data · Managed Apache Airflow

Amazon MWAA equivalent in Azure and Google Cloud

Amazon Managed Workflows for Apache Airflow (MWAA) vs Apache Airflow jobs in Microsoft Fabric vs Managed Service for Apache Airflow (formerly Cloud Composer)

Managed Apache Airflow, side by side on AWS, Azure and Google Cloud. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.

Analytics & Data

Managed Apache Airflow

Close match

AWS

Amazon Managed Workflows for Apache Airflow (MWAA)

Azure

Apache Airflow jobs in Microsoft Fabric

Google Cloud

Managed Service for Apache Airflow (formerly Cloud Composer)

What's different

Google's offering (renamed from Cloud Composer in 2026) is the most mature. Azure Data Factory's managed Airflow stopped accepting new instances in January 2026; Microsoft points to Fabric.

Key differences at a glance

AspectAWSAzureGoogle Cloud
ServiceAmazon MWAAApache Airflow jobs in Microsoft FabricManaged Service for Apache Airflow (renamed from Cloud Composer in 2026)
MaturityEstablished, widely usedNewer; replaces Data Factory's managed AirflowMost mature; the current generation (Gen 3) supports Airflow 3
How it's billedPer environment size plus workersThrough Fabric capacityBy the environment's compute and storage
Same DAGs?Standard Airflow DAGsStandard Airflow DAGs (copied over, not converted)Standard Airflow DAGs

When to choose which

AWS

Your data and pipelines live on AWS.

Azure

You're adopting Microsoft Fabric. Check networking needs first, since Fabric's Airflow has fewer private-network options.

Google Cloud

You want the most mature managed Airflow, or your data is in BigQuery.

Migration tips

  • Airflow DAGs are portable, but operators and connections are cloud-specific (S3 vs GCS vs ADLS hooks). Budget time for them.
  • Pin the Airflow version you migrate to, and test DAGs in a staging environment first.
  • If you're on Data Factory's managed Airflow today, plan the move to Fabric now.

Details for Amazon MWAA verified November 2026 against official documentation: Azure: Workflow Orchestration Manager (archived) · Amazon MWAA · Google: Managed Service for Apache Airflow.

Quick answers

What is the Azure equivalent of Amazon Managed Workflows for Apache Airflow?
The Azure equivalent of Amazon Managed Workflows for Apache Airflow is Apache Airflow jobs in Microsoft Fabric. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the Google Cloud equivalent of Amazon Managed Workflows for Apache Airflow?
The Google Cloud equivalent of Amazon Managed Workflows for Apache Airflow is Managed Service for Apache Airflow (formerly Cloud Composer). They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the AWS equivalent of Apache Airflow jobs in Microsoft Fabric?
The AWS equivalent of Apache Airflow jobs in Microsoft Fabric is Amazon Managed Workflows for Apache Airflow (MWAA). They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the Google Cloud equivalent of Apache Airflow jobs in Microsoft Fabric?
The Google Cloud equivalent of Apache Airflow jobs in Microsoft Fabric is Managed Service for Apache Airflow (formerly Cloud Composer). They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the AWS equivalent of Managed Service for Apache Airflow?
The AWS equivalent of Managed Service for Apache Airflow is Amazon Managed Workflows for Apache Airflow (MWAA). They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the Azure equivalent of Managed Service for Apache Airflow?
The Azure equivalent of Managed Service for Apache Airflow is Apache Airflow jobs in Microsoft Fabric. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.