The 2004 and up batterys have a differant chemistry and last much longer than the 2001-03 batterys.You can buy an upgraded pack using these newer type of batterys for your Prius for about $1500 and install it your self,not hard to do.Look at, Prius battery upgraded ebay.I put this newer type in my 01 myself they work great.Nick.