One thing a Bay area friend of mine pointed out is that Amazon charges the same price regardless of your cost of living (modulo sales tax, in some cases). Stuff just doesn't seem as expensive making $100,000 in SF as it does making $60,000 in Ann Arbor.
House? Yes. Bar of soap at a Sacramento St. boutique? Yes. LEGOs on Amazon? Not so much.