Brittle behavior refers to a material's tendency to fracture without significant deformation, while ductile behavior describes a material's ability to undergo substantial plastic deformation before failure. Understanding these behaviors is crucial in material science and engineering for predicting how materials will perform under stress and designing structures that can withstand various loads.