tax rate increases at different income level

Tax rate increases when your income level is higher.

if you pay tax first (not use 401k), that $16.5K is taxed at highest (let's say 28%).  If you put it in 401k and withdraw at retirement, the first $xxK has no tax, then 10%, 15%,...  that makes difference.