I’m agnostic. If you find the statistical probability argument for the existence of aliens salient, then by the same token you should believe that our reality is a simulation. In which case, the existence of aliens once again becomes questionable; the statistical probabilities of an infinite simulated universe are outside the realm of our current knowledge.
edit: See comment below on Nick Bostrom’s Simulation Hypothesis.