Start by checking all your wiring. Make sure each pair is twisted properly and all the grounds are tight.
If all you steppers are the same, swap two of them and see if the problem stays with the z-axis or follows the motor. That will tell you if the motor is bad. Speaking of motors, are all your power leads to the drivers each connected to the power supply and not daisy-chained?