GitHub user m-fariz-a edited a comment on the discussion: Inconsistent 
last_dag_run_state in web ui in Airflow 3

I just upgraded the Airflow image to 3.1.0, and there are some changes:
* There are only three stats at the top: `Queued Dags` has been removed, which 
I think makes sense. Queued Dags still appear in history section.
* `Failed Dags` now shows the correct number of failed DAGs.
* `Running Dags` only counts DAGs that are running on schedule, while the 
history section shows DAGs scheduled by assets and by timetable.

GitHub link: 
https://github.com/apache/airflow/discussions/55409#discussioncomment-14560330

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