AI ranking change · 2026-06-30
Apache Airflow overtakes Dagster as ChatGPT's #1 pick
for workflow orchestrator for data engineering
Dagster→Apache Airflow
On 2026-06-30, ChatGPT changed its #1 recommendation for best workflow orchestrator for data engineering — dropping Dagster from the top spot in favor of Apache Airflow. The previous #1 had held since 2026-06-30.
“Widest adoption, deepest integrations, huge hiring pool, strong managed options, and Airflow 3 materially improves UI, asset awareness, backfills, and event-driven orchestration”— ChatGPT
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