How long does it take for the first round review of physical review letters?
It can be long; 4 weeks is not uncommon, but much past 6 usually triggers some editorial action.  Fortunately APS has a good manuscript system so it’s easy to see of the editor is trying to move things along: watch for reminders sent to referee(s) in the audit trail.