Broken stepper motor - Too high of a load?
Motors fail from inadequate current controlled torque.

Your testing and results in your question must include;    


coil DCR of each motor, current setting / rating, max acceleration, max velocity threshold for slip errors


It unlikely you have a faulty motor and more likely excessive acceleration  for the new load.