put it on the power distribution unit and buy cables that are OCC single Crystal copper which is the best wire for audio proven now for over 50 years.
Where to put your best power cable?
If you had power cables of varying quality that were large guage and the amplifier was plugged directly into the wall socket and components into the power distributor, would you put the best one on the source, amplifier or the power distribution unit?