An analysis of Josephson tunnel junctions based on the RSJ model with nonlinear damping reveals that crisis is the major mechanism that brings about chaos in the system. Details regarding the transition to chaos from zero-voltage steps and nonzero-voltage steps are discussed. The effect of a DC bias in the transition scenario as well as the evolution of the fractal basin boundaries near the crisis regions are studied.