Based on a previous bicrystal fracture experiment, the resistance offered by a narrow high-angle grain boundary to cleavage cracking is analyzed theoretically. It is predicted that, when the grain boundary width is smaller than the distance between break-through points, the grain boundary toughness will be highly dependent on the characteristic microstructure length. Analytical expressions are obtained for freestanding thin films and fine-grained materials.