this is heavy stuff. reading your findings gives me a sense of, if the aifs is locked in, then why even bother with anything elseNope, across the board, the AIFS/AIFS-ENS is the best publicly-available model suite available currently. AIGFS is quite a bit worse -- on par with the conventional ECMWF-IFS.
There will certainly be cases where the ECMWF data assimilation techniques probablistically get it 'wrong' which would impact all downstream models (ECMWF-IFS, AIFS, EPS, AIFS-ENS, GRAF).. but most of the time, ECMWF has superior data assimilation techniques. And, typically, if there are issues with the ECMWF DA, you'd see divergence between the ECMWF-based/initialized models and models that use different DA (GFS, ICON, CMC, UKM).
In this case, the GFS/AIGFS are on an island of their own.. so this makes me think that there could be data assimilation issues with GFS.
I get AIFS is definitely advancing but I'm not convinced there isn't any fail modes. Can't forget what happened last yearthis is heavy stuff. reading your findings gives me a sense of, if the aifs is locked in, then why even bother with anything else
the siren song of advocating for a nw trend is alluring but hard to argue against bouncycorn's thesis. just gotta live through it to find outI get AIFS is definitely advancing but I'm not convinced there isn't any fail modes. Can't forget what happened last year
Sampling not long ago appears to look generally better for the south
EPS didn't really improve with regards to precipitation amounts



I get AIFS is definitely advancing but I'm not convinced there isn't any fail modes. Can't forget what happened last year
Sampling not long ago appears to look generally better for the south
Good thoughts about the storm here in the Carolinas. I am hoping some stronger dynamics may be able to overcome some of the warm air advection, especially if it pivots and turns negative as it pulls away. There should be some good confluence with the PV in SE Canada, and 850s are like going to also crash quite cold after the pivot, so hoping it will be able to keep the mid levels and surface colder as long as we get heavier precipitation. Of course, this could be my inner weenie wishcasting![]()

Webb you believe the Euro will trend NW and send more precipitation for the gulf coast for Sat/Sun storm?I could honestly see how a scenario like the RRFS happens. The cold air just takes too long to here in the Carolinas and the snow is mostly confined to the mtns, foothills, and western Piedmont, with AL-GA-MS cashing in
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Webb you believe the Euro will trend NW and send more precipitation for the gulf coast for Sat/Sun storm?
One more question, how far NW you think this can go? App cutter or not that far westI think the Euro is out to lunch with how suppressed everything is. I don’t buy it in this setup
One more question, how far NW you think this can go? App cutter or not that far west
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The heaviest snows occurring over the apps in the Carolinas seems plausible here
Hey Eric just wondering do you think it’s going to be a kinda split the difference between the gfs and euro in the end or is your expectation that all will trend towards the gfs and gefs
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New 6z NAM looks snowy in the western half of the Carolinas!? Very snowy! And NAM usually underdone on precip! Gonna be a lot of happy people in the morningWith overrunning events the cold air *has to* get here first and that’s just not the case in the Carolinas with this one. Totally different story in MS, AL, & GA

RRFS, another GFS-initialized model (like NAM), is holding steady. bit of a NW shift from last run.
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6z ICON.. drastically different from GFS-family models. FWIW, however, this is the first ICON run with substantial snowfall anywhere in the SE.
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Look at it this way. If that picture of the nam was true verbatim and that snow line cut our county in half, we would be dead center bullseye for accumulation due to shear amount of precip, even if the ratios werent greatI could definitely agree with Eric. And I hate that being in CAE. It does look like a warmer version of 2014. And many could easily lose this to the West. No cold air lock. It would be an odd set up win for the Carolinas if we win here.
If you think about it, a Western scenario would be common to what we’ve seen the last several Winters. A boundary setting up & most in here East of the Apps getting wiffed. Reminds me a little of the January 2024 storm for the Mid South also.
If that does end up happening, it’ll be a pretty bad wiff by the Euro & EPS. It’s about to be a battle in here on who is pulling for what. Sorry to be a buzzkill right when everyone wakes up. Here is to a good day of tracking!
It’s trending towards the GFS though. Much more expansive precip shield that is shifting west. It’s trending closer to the GFS vs the EURO6z ICON.. drastically different from GFS-family models. FWIW, however, this is the first ICON run with substantial snowfall anywhere in the SE.
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Big uptick on the Canadian View attachment 183634