Suppose the worker provisioning is identical between EMR and Databricks (I think they are the same, but am not certain), it is very possible that installing EMR on a cluster takes more time than installing Databricks. Databricks has worked hard to get their nodes up and running as fast as possible, perhaps Amazon did not do such a thing.