Was your code not written with cost control in mind because there was a finite hardware limit you were running yourselves up against? Otherwise, I am baffled at

Was your code not written with cost control in mind because there was a finite hardware limit you were running yourselves up against? Otherwise, I am baffled at how the difference could be so great between the three.