If you don't try new things how will you ever know whether or not you'd be good at them? Do you underestimate your abilities?

Ever surprise yourself positively? Ever find out you were really great at something that intimidated you? Conversely have you ever thrown yourself into something that you had no talent for at all and embarrassed yourself. How do you decide what to try and what to avoid?