This paper presents an analytical approach for predicting the probabilistic ultimate strength after initial failure of the carbon fiber helical-wound cylinders under internal pressure.First, the initial failure strength distribution is analysed according to the maximum stress and the Tsai-Wu criteria, based on the scatter of basic data of unidirectional composites. The analysis is performed by using the piecewise linar method, taking account of the nonlinear shear stress-strain relation.