Material failure caused by diffusion-induced stress is one of the main obstacles to fulfill the potential of electrodes in lithium-ion batteries. The conventional numerical methods find difficulty in simulating material singularities such as cracks. In contrast, the peridynamic theory is an integral-type nonlocal model that allows fracture to be treated as a natural part of the solution process. Here we have developed a concurrently-coupled and multi-physical model considering lithium-ion diffusion, mechanical deformation, and crack growth based on peridynamics to simulate delayed fracture in electrodes under mechanical and chemical loads. The ability and the advantage of the model are demonstrated in the following simulations: (1) In the process of lithiation, lithium ions tend to accumulate around the crack tip due to the concentration of the stress field. The lithium-ion concentration in turn reduces the tensile stress and the bond stretch. Further, the lithium reaction causes embrittlement of the host materials. (2) The crack propagates in a “wait and go” fashion of delayed fracture in which the steady state of “wait” experiences the transport and supply of lithium ions at the crack tip and the rapid crack propagation of “go” depends on the lithium embrittlement of the host materials. (3) The model with double-sided pre-crack reveals that the cracks can deflect or even intersect due to the interference of the stress fields around the crack tips in the intermittent cracking process. The work lays a foundation for corrosive fracture and provides a useful tool for the future design of lithium-ion batteries.