I guess the op meant the C as in Total time = nX + C No matter how much you optimize X (n here is for instance the number of items), if C is significant then

I guess the op meant the C as in Total time = nX + C No matter how much you optimize X (n here is for instance the number of items), if C is significant then it matters. It is usually harder to optimize the constant C in the OP's experience.