The present study highlights the importance of considering microstructure in electrode design for high-performance batteries, alongside considering more broadly discussed electrode design parameters such as sulfur loading, electrolyte volume, carbon content, and C/S ratio in order to increase the energy density of the battery and battery performance. This could only be achieved using an image-based 3D modelling framework.