Sounds to me that the more interesting question would be graphing out the relationship of time and the amount of monkeys needed for one to write Shakespeare.
Kind of embarrassing to even be in this thread spending time here but would it not also be probable, however unlikely, to never get the full works of Shakespeare?
If either were truly infinite not only would this be possible, it would be mandatory and would occur infinite times.