When the power converter applied to the actual production, cost optimization is a key factor we had to consider. Therefore, we propose a cost optimal function to allocate the reliability of the power converter. The cost function can be achieved cost optimization under the premise of the reliability of the power converter to reach the objectives and requirements. And reliability allocation is translated to failure rate allocated for the power converter. Finally, implemented on Buck Converter, the results show that the method is effective and feasible.