This makes sense. My understanding is that the data used is historical data, therefore there will be much more data on typical weather patterns. So when we have unusual Synoptics that the models won’t have dealt with much before, like we have now, they are bound to struggle. Hence all the differences in output, even at short time scales.
I could be wrong though, fairly new to all this.