A community-solar output model uses stochastic elements in the net and also emits probabilistic scores learned from years of sky logs. Either source can make two runs differ. Why is a statistical approach needed?

Stochastic elements in the net and probabilistic scores learned from sky logs are two sources of non-determinism. Either one can make two runs differ, so testers evaluate distributions rather than one exact run. Dropping either source misses that pair.