The distribution of welfare gains of genetic improvements in major US crops is estimated using a world agricultural trade model. Multi-market welfare estimates were 75% larger than estimates based on the pnce-exogenous 'change in revenue' method frequently used by plant breeders. Annual benefits of these genetic improvements range from US$400-600 million depending on the supply shift specification. Of this, 4440% accrues to the US, 2634% accrues to other developed countries. Developing and transitional economies capture 1622% of the welfare gain.