Marker assisted selection (MAS) was compared to traditional phenotypic selection for economic traits in animals using a simulation model. MAS was found to be 38% more efficient than phenotypic selection when heritability was low, but almost negligible when heritability was high. Including information on parents in the selection index made MAS less effective. MAS is more efficient with lower heritability and higher genetic variation in the markers used.