Message Sequence Chart (MSC) is an appealing textual and graphical formalism for describing communicating systems. MSCs can be composed into High-level Message Sequence Charts (hMSC) with greater expressiveness. Recently, time and probability properties have been introduced into MSC. We provide a survey of the current work related to MSC extended by probability. We also suggest how to deal with stochastic information in~MSC and hMSC and how to compute performance properties of the system.