Money deducted from your paycheck before income taxes are calculated, lowering your taxable income today.
Pre-tax contributions (Traditional 401(k), HSA, FSA, employer health insurance premiums) come out of gross pay before federal and state income tax — and in some cases before FICA — is figured. The trade-off: you pay tax later when the money is withdrawn.