Generic penetration in the U.S. pharmaceutical market has increased, providing significant gains in consumer surplus. What impact has this had on the rate and direction of pharmaceutical innovation? While the overall level of drug development activity has increased, our estimates suggest a sizable, robust, negative relationship between generic penetration and early-stage pharmaceutical innovation.