Are federal and state tax rates the same for 401K distribution as ordinary income?

I read somewhere that we ';might also pay state tax'; on 401K distribution and wonder where the ';might'; happens vs. ';might not';. Also if 401K distribution is the main source of income, then will I be taxed the same as that is my income? In that case, what is the current tax rate? Thanks in advance!