Interesting, but I don't base my Java logger strictly on performance. I prefer Logback for two simple reasons 1) single line log statements and 2) they show the thread name the log statement was generated in. This is by default, perhaps the other frameworks can do the same if configured properly but I haven't felt the need to find out.