The victims were at their home in the 400 block of Mahoney Drive around 1:45 a.m. when they heard someone breaking into their car, San Jose police Sgt. Jason Dwyer said.
When they yelled at the suspect to stop, he chased them into the house and allegedly punched one of the women in the face.
Both victims fled the house and the suspect and another male suspect chased them, Dwyer said. One suspect allegedly assaulted one of the women before the victims were able to flee to a neighbor's house.
The suspects then went back to the house and allegedly stole multiple items before fleeing the scene on foot, Dwyer said. Both remain at large.
One victim was treated at a hospital for minor injuries, he said.