More recent data is weighed more heavily. (This was a recent change.) If you had picture A, B, and C up for one year, and then took them down in favor of pictures X, Y, and Z, then within just a couple weeks your score would be determined mostly by X, Y, and Z.
FORBES: Is Being One Of The "Most Attractive People On OKCupid" A Permanent Status?