sprat

a sprat to catch a mackerel a small expenditure made, or a small risk taken, in the hope of a large or significant gain. British

☞ A sprat is a small sea fish, while a mackerel is rather larger. The phrase has been in use since the mid 19th century and is also found with whale in the place of mackerel.