It is important for many engineering to determine the ultimate bearing capacity of a single pile by using the data of pile field load test below limited load. A group of prediction models that can predict the capacity of a single pile are established by the gray system theory. A practical engineering example verifies that these models can meet the project requirement; moreover the self-modifying GM(1

1) model has the most high accuracy.