In this paper power functions are derived for the likelihood ratio test and the Kumar-Pate1 test which are based on right-censored samples for testing the equality of location parameters of two exponential distributions when their common scale parameter is unknown. It is further indicated that the power of the likelihood ratio test is monotonic and is completely unbiased. On the other hand, the Kumar-Patel test is biased near the origin except for equal sample sizes.