V Swamy (55) and N Venugopal (23), the victims, were heading for Kanchikacherla when a truck hit their motorbike at Paritala village in Kanchikacherla mandal.
They died on the spot.
Traffic on the highway came to a halt for an hour due to the mishap.
Kanchikacherla police have registered a case.