Many soft materials can be viewed as networks of different structure and complexity. Their (statistical) physics determine their elastic deformation behavior, fracture, and failure. In food systems, similar properties are of importance. This contribution discusses some of the common points between elastic materials and food gels. Topics range from fundamental physics to some applications in materials science and food science.