The comparison is with Snowflake and Databricks, which takes a button or a query (https://docs.snowflake.com/en/sql-reference/sql/create-wareh...) to deploy new clusters. No disk, network, or permission setup is needed for each cluster.
I have rarely seen data people familiar with K8s as they mostly use managed services, but feel free to prove me wrong!