According to the study of Markov theory and gray prediction model, a gray Markov model is established to predict the Chongqing water transport freight volume by combining the GM gray model with Markov statetransition matrix. Based on the practical prediction, the prediction accuracy of this model is significantly higher than that of the gray prediction model. Moreover, the 2011—2012 Chongqign city water transport freight volumes are predicted.