Why do i owe the IRS money?

Look in the actual table that the 1040ez instructs you to consult. Not some random table on the internet that you do not know how to interpret. Note how it says enter your TAX on line 11. Your TAX will be 0. You entered TAXABLE INCOME. There is obviously a huge difference between TAX and TAXABLE INCOME.