Our results have important implications for the performance of the mutual fund industry. From an overall perspective, we observe more frequently funds with negative rather than positive performance. However, the performance of the industry as a whole is not so bad because about 80 percent of the funds produce zero alphas. In fact, the negative average performance documented in the previous literature is not due to the majority of funds but is only caused by one fifth of the funds.