Yes they are different. I'll show you an example.
I don't like seafood, but I am willing to try it. Willing is more of a desire to do something.
Also, when you make an appointment, the secretary will ask you "when are you available"? Meaning what time can you be there.
I am willing to try it tomorrow, but I'm not available to do it today.