Not so simple. Why did the argument of that one person resonate more? Likely because of some other „experience“ or data that is not necessarily expressed or codified in either of the arguments.

That experience or intuition or whatever you want to call it can itself be based on some statistical „model“.

No, it's based on a statistical model that incorporates biases, like many statistical models.