We introduce a new model aimed at the analysis of the activity of supported liquid phase catalysts. The model is based on the statistical Monte Carlo approach and takes into account the properties of the support pore system, the properties of the filling liquid and the characteristics of liquid distribution. The predictions of the model are compared with a large body of experimental data and demonstrate good agreement with them.