According to previous literature, the motives for merger and acquisition consist of synergy, agency, and hubris. We distinguish three hypotheses by looking at the correlation between target, acquirer and total gains. It is argued that synergy hypothesis predicts positive correlation between target and total gains while the agency and hubris hypothesis predict negative and zero correlation between the two, respectively. Moreover, synergy hypothesis also predicts positive correlation between target and acquirer gains while both agency and hubris hypotheses predict negative correlation between target gains and acquirer gains. The empirical results show that agency and hubris are the driven motives among those three hypotheses for merger and acquisition in Taiwan.