Only considering the cost of housing ignores how expensive transportation can be. See https://htaindex.cnt.org/compare-affordability/ for a comparison of affordability between housing costs below 30% of median regional income and housing and transportation costs below 45% of median regional income. When I moved to New York and got rid of my car it ended up being significantly cheaper than the Bay Area overall despite the higher rent.
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