Abstract: In this paper, we consider two transition numbers among all states and from state set A to B in a homogeneous Markov chain with continuous time during (0, t. In order to calculate their mean transition numbers, some simple useful formulas in stochastic models are obtained and a new class of infinite phase type distributions is introduced.