The truth is, incomes vary regionally. Someone making $100,000 per year in the tristate area or in areas of CA is very likely to be struggling to make ends meet. Someone in that same income bracket in an area of the country where real estate costs and taxes are lower may be living quite well. Applying federal taxes without using some formula for regional costs, someone's going to get screwed.