Echoing a sibling comment, it seems strange it's so common that people look at probabilities like this and say that because the thing that happened was less likely that the model was wrong.

They say explicitly how this works: they run simulations and count winners. That means among their simulations is very likely to be an instance that is similar to the real outcome.