Convergence rate in numerical analysis and optimization refers to the speed at which a sequence approaches its limit or an algorithm approaches its solution. Understanding convergence rate is crucial for evaluating the efficiency of algorithms, especially in iterative methods where faster convergence can significantly reduce computational cost.