Alen
You should be much more concerned with choosing the option, rather than the underlying. The underlying will either go up or down, and you'll get that right about 50% of the time (over the long run). But which option you chose in terms of strike, time to expiry, IV, long or short or combinations thereof will have a profound effect on your P/L, much, much more than the behaviour of the underlying.
Good luck.