The true statement about a 401(k) is: Money put into a 401(k) is pre-tax, lowering your overall tax paid.
This means that contributions to a traditional 401(k) are made with pre-tax dollars, which can reduce your taxable income for the year in which you make the contributions. The other statements are not accurate.