A quarter sheet cake usually measures about 9 x 13 inches and is approximately an inch tall. The number of servings per quarter sheet cake depends on the size of the slices. If you divide the cake into 2x2 squares, you will get approximately 30 pieces. However, if you cut the cake into chunkier 3x3 squares, you will get fewer pieces, which may be more suitable for a smaller gathering.