Facebook CPC increase after increasing budget?

I've had the following:

1) Put the daily budget to 10$, then CPM was 0.05$ (yes )

2) After putting the daily budget to 100$, CPM now is 0.17$

How is that possible? How can I find the perfect daily budget to put?