A stepper is a stepper; it will lose torque at higher speed.
I've seen high rpm on steppers, but only on nema 23, with 40+ volts PS and low inductance steppers. (Less than 2.0mH)
Why do you need to "over drive" your machine so much?
What are the specs of your, motor, drive, PS&