as has been noted , the development of the two technologies has always been accompanied by advantages and disadvantages : reduced costs but low conversion factors -lrb- 10-14 percent -rrb- in the case of silicon solar cells ; in the case of gallium arsenide cells however , the performance is doubled but with costs up to four times higher .