One thing I'd watch with all the -EPO model predictions is whether or not, if and once we get one, it rolls back over to Eastern Siberia. I mention it because I saw it on the overnight GFS and it has happened that way a few times over the past few years. I remember one year where BAM was all in on an arctic pattern until this kept happening.
But, as Jax said overnight, long range has been pretty rough on models (as I guess it usually is).
In the past week we've had almost a whole decade of possibilities:
Monday, 18z GFS = mini Jan 2016:
Tuesday 12z GFS, we had a mini Feb 2021 ice storm:
Overnight last night 0z GFS had us getting primed for the 2019 floods again:
That's a lot of swings and extreme possibilities in four days worth of model runs.
I know people say use ensembles, but I'm not necessarily interested in the safer smoothed out means, because they often hide things like the EPO ridge rolling over.
I definitely agree that it would cut down on wild swings, but I'm kind of a sicko for long range OP runs. I'd like to see the RGEM and NAMs run out to 240hrs, lol.