That's correct - the Xbox was about 95% COTS PC components. It had a Pentium 3, a Geforce 3 deriviative, 64MB DDR RAM, and a 8GB IDE HDD. Compare that to the PowerPC or MIPS processors and custom GPUs the competition was using at the time.