You kinda answered your own question.

A lot depends on what you are running.
Most devices drain so little power that you can leave them plugged in and turned on with no danger for several hours when the bike is off.
Only you know how much juice your accessories are drawing.
When in doubt, flip the "off" switch, use switched power or unplug.