So I started on this little adventure when I really didn't understand Big-O notation.  Well, I created this chart showing the major differences in time consumed per unit N. Obviously O(1) is perfect, and O(n2) is horrible!  Remember, the number performance-wise you care about is going to have lower-growth on the y-axis.  

 Big O Notation described