Actually at 18,000ft it is roughly half the pressure. Mind you I go onto O2 at 10,000ft and above when flying unpressurised.
Very silly for anyone not to use O2 and as SoCal points out it is actually against the regs both FAA and CAA. CAA require O2 for greater than 10k and 30 mins. The FAA as Socal has shown.