Even in the gaussian distribution, the good ol’ bell curve, the most likely outcome is the average, but like every other single value, the actual probability is zero.
Of course, the binomial approximates the bell curve as 2n gets very large.
Even more weird, the most likely outcome of the famous drunkard’s walk is…right back where you started.