To @daveteauk ’s point, electrolytic capacitors are negatively impacted by inrush current that occurs every time power is turned on.
Since audiophiles are inexplicably obsessed with electrolytic capacitors and the urgent need to replace them all the time, leaving our gear on seems to make sense in that respect too.
Just watch for bias drift from time to time.