Is my avalanche noise "random?"
It's your scope or your power supply. Try connecting both scope channels to 0V and see how the signals correlate and, in fact how much residual noise your scope channels have.

Next connect both channels to the 12V and see what happens.

Rest assured that there will be no correlation in the noises from two different semiconductor sources other than that caused by power supply noise (common to both).