Li-ion batteries are crucial for the forthcoming energy transition. They are complex systems that show heterogeneous current distribution patterns and degradation. The development of valid methods to determine their internal state as well as for performance optimization and life cycle extension are vital for battery full deployment.We study the entropy production in the cells in the presence of temperature gradients.We observe that entropy is produced faster in the regions with larger temperatures which are generally associated with faster degradation patterns.