Thanks SW;
I do have a MODEL for predicting performance of each machine.
Not sure how good it is, but suspect that it is conservative.
That is to say, the MODEL seems to be over stating the deterioration of each machine.
So, perhaps instead of picking machines at random to test, I could pick...