According to the insufficiency of the corrosion data from the submarine pipeline, a method to predict the corrosion rate of corrosive submarine pipelines based on grey theory was proposed. Based on the GM(1,1) of grey theory, the corrosion rate of submarine pipelines can be forecasted with just a small sample data. The software of four data GM(1,1) model, five data GM(1,1) model and interface of metabolic GM (1,1) were established with VS2010 thereby providing a scientific basis for the prediction of corrosive rate of the pipeline with little original corrosion data. The results show that the software has good prediction accuracy, with which the prediction of the corrosive rate of the submarine pipelines can be attained.