Most mutual fund managers use the same analysis tools on stock market, and that makes the timings of buying and selling some kind of stocks are very similar and fund managers have the herd behaviors. The main purpose of this paper is to figure out the herd behaviors among fund managers, buying and selling stock at the same time in using technique analysis. There are three empirical findings. First, mutual fund managers show different herd behaviors on some kind of stocks derive from long-term and short-term technique analysis. Secondly, the herd behavior of buying stock is more obvious than that of selling stock with technique analysis. Finally, the herd behavior of mutual fund managers in bull period is more significant than that in bear period. The results imply the information from technical analysis could influence the trading behaviors of mutual fund.