No, that really isn't normal. When i had stock cooling I could get down to about 40 c Under no load and sometimes up to 50 if it was a quite heavy load. But I have a Athlon 900 so there is some diffrence there. Try upgrading you hsf. I got a volcano 12 and it's loud as hell but cools pretty good.
It's not a race, unless it is a race.