High Concurrency clusters are ideal for groups of users who need to share resources or run ad-hoc jobs - for example data scientists sharing a cluster. They come with Query Watchdog, a process which keeps disruptive queries in check by automatically pre-empting rogue queries.

Standard clusters are ideal for developing / testing / debugging batch ETL / streaming workloads