Cost of Sales to Revenue Ratio, also called Sales-to-Revenue Ratio or Efficiency Ratio is a metric used to measure how productive or efficient is company’s sales operation. It’s done by comparing expenses generated by sales operations with company’s revenue. To calculate Cost of Sales to Revenue Ratio you must simply divide these costs by total revenue.