A method of making a semiconductor device includes determining, by a processor, a first pattern density of a first region, determining a second pattern density of a second region, determining a pattern density gradient from the first region to the second region, determining whether the pattern density gradient exceeds a pattern density gradient threshold and performing a placement or a routing of the semiconductor device if the pattern density gradient is less than or equal to the pattern density gradient threshold.