Three bank robbers led New Rochelle cops on a chase into The Bronx yesterday, then crashed into a highway barrier, police said.

The mayhem began when two of the suspects allegedly robbed the Webster Bank on River Street at around noon and took off in a getaway car.

New Rochelle police chased them to the Hutchinson River Parkway, where the trio wrecked their car.