Bitcoin is deflationary. The amount of Bitcoin units in existence over time follows a deflationary arc, not an inflationary one.
As for the value of bitcoin rising or dropping, yes, it certainly can go either way, and rapidly. Nobody I know has ever said it can't. People speculate (and invest) on this in fact, with differing opinions.