When housing is the overriding factor in COL differential (as it tends to be in the Bay area relative to other locations), you probably need to look at something after-tax pay less mortgage/rent for a house/apartment where you're realistically going to live in the respective areas.

Clearly there are other cost and quality of life tradeoffs to consider, but the above gives you a pretty good baseline to work off.