over the odds

Etymology
Connected with gambling, such as horse racing and card games, where the amount for a price or a payoff depends on the odds (chances).

Prepositional phrase

 * 1)  More than necessary; too much.

Usage notes

 * Usually collocated with a verb such as pay.