Maybe this is falling into the trap that OP wanted to avoid but I think you're right. Sure, if I moved to the Bay Area my income would go up by 10-15%. But about half of that would go straight to taxes, and IMO the remainder wouldn't be enough to set me up with a comparable quality of life.