This paper presents test of equality of two unknown distributions against the alternative that one is more decreasing mean residual life (DMRL) than the other and propose a new non-parametric test based on kernel method and also the asymptotic normality of the proposed statistic is presented. Next, the empirical power of the proposed test is simulated for some specific families of distributions that are ordered with respect to more DMRL order.