The first principles argument is consonant with my actual experience in the Midwest and SV. I have vastly more money left over after living expenses in SV.
Are you single? I imagine you find a reasonably priced small apartment for a single person in SV. I doubt you can find a reasonably priced 3000 sqft house in SV.