In this work, in-depth numerical studies for Li-ion cells with blended cathode were conducted using Newman’s pseudo-2D model. A spontaneous material-potential balance in the blended electrode was quantified at different open-circuit states. Using the matrix exponential approach, Newman’s model can be efficiently solved in the high-frequency discretized time space. This numerical method enables fast simulation and accurate parameter estimation of a practical drive cycle.