Solution quality refers to the degree to which a solution effectively addresses the problem it is intended to solve, balancing factors such as efficiency, accuracy, and robustness. It is crucial for ensuring that solutions are not only theoretically sound but also practically applicable and sustainable in real-world scenarios.