I would trust a person with a brand new PPL as much the same as I would trust someone with a brand new driving licence.
For me, it's as much person specific as licence/hours specific.
Not just PPL holders, though. I've watched some rotary winged CPL hours builders fly "Pleasure Flights" at various events. I wouldn't want to be in the same aircraft as some of them, let alone play for the "pleasure".