In statistical analysis clusters can happen for Emperors sake, and as such they cannot be used as justification.
You do not have adequate control group to base you assumptions (I don’t know how many weapons did you make, but that’s not enough based on provided probability).
And you made basic mistake of misjudging input when you tried to prove me wrong…