Gene duplication and alternative splicing are distinct evolutionary mechanisms that provide the raw material for new biological functions. We explored their relationships in human and mouse and found an inverse correlation between the size of a gene's family and its use of alternatively spliced isoforms. A cross-organism analysis suggests that selection for genome-wide genic proliferation might be interchangeably met by either evolutionary mechanism.