Dic: pay over the odds

(British & Australian)

to pay more for something than it is really worth (often + for )

• It's a nice enough car but I'm sure she paid over the odds for it.

.... Cambridge Idioms Dictionary,

http://idioms.thefreedictionary.com/pay+over+the+odds