I believe it's the converse, actually. Non-retirement (i.e. taxable brokerage) accounts get the stepped up cost basis (as of the date of death). Distributions from traditional pre-tax accounts are taxed to the beneficiary as ordinary income, regardless of what the investments were worth at death. For Roth accounts, there is no tax consequence.
Kevin Slater