Well, performance wise they're as bad as the cloud version. Even when you give the instance a lot of CPU / Memory. The problem is not only the Spring application itself, the DB seems to be missing some indexes or the queries are super badly optimized. God only knows what's really happening under the hood, but my self hosted Jira instance isn't any better (I've tried them both, cloud and on-prem).