it is probably down to cookies on your computer. if you check prices on a regular basis with the LOCOs before booking the cookie will remember this.
using a different browser will not remember you previous searches and so you may get a lower price.
it is always good practice when buying on line to clear your cookies between doing searches and actually buying something.