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January 2026 Medium/Long Range Discussion


snowfan
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8 minutes ago, Ji said:

i have a chart i use--it works pretty well

204 out--pure fantasy. Weenie stuff

192 hours--it becomes a threat

132 hours-it becomes a legit threat

84-132 hours. the graveyward for storms. Many storms never survive this window

48-84 hours.  fantasy Nam Range. Minor shifts start happening with big implications. This is where we go from 29 and snow to 33 and rain but the the storm is still there. Just shifted north or south

48-24 hours. Minor adjustments...can still get screwed if we are on the edge

24-0 hours--you want to see good last minute trends here. Could be the difference between 6 inches and 3 inches

0 hours-GFS and NAM range

This is a decent chart.

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34 minutes ago, LP08 said:

I followed the storm up in New England this past weekend.  Both AIs were extremely persistent with bringing snow into southern New England when most guidance, including the euro were pretty far out to sea.  Good study for our area.

 

hell they even named their storm thread “rise of the machines” lol

As someone who lived in Philly for many years, I think you should be getting pretty excited about this storm. You know it’ll probably trend north at least some extent, but not enough to hurt you guys. For us in NH we’re probably on the northern fringe, but these things do tend to come north. I grew up just south of Dover and if I lived there right now, I’d be very excited.

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2 hours ago, bncho said:

There are two possible outcomes for this event:
1. A major ice storm affects southern CAD zones, and DC and points north get a major snowstorm. (Euro AI, UKMET, GFS AI, Euro)
2. A major snowstorm affects southern CAD zones, and DC and points north receive little to nothing. (GFS, CMC)

What do we know of each model?
The Euro AI is often locked onto an event inside D5 and is often deadly inside that range, but can be locked onto an incorrect solution, only to fold 48 hours before the event (credit to @high risk). It also often has a QPF bias. 
The Euro often tends to overamp low pressure systems, but it also tends to hold back energy in the Baja. It also often has a QPF bias.
The GFS tends to show more suppressive, progressive solutions, and often tends to verify NW.
The CMC has a major cold bias, and tends to overdo Arctic HPs. It also, generally, has a suppressive bias, but it is less prominent than the GFS.
The UKMET tends to struggle on thermals, often being too warm. It also tends to overamp systems.
Since the GFS AI is new, I don't know much about it.

Although more operational models (that I'm aware of; I have no idea what Google's model outputs) support the northern solution, ensembles have been trending colder and snowier towards the southern solution over the last 24-36 hours. This is why I am skeptical to declare victory for the northern solution just yet.

It would be easy to go with the Euro AI, just because that has been the best performing operational this winter inside D5. However, a major caveat to this is that the upcoming HP may be so anomalous that it hasn't received enough training data to output the correct solution, just due to its inexperience (credit to @WxUSAF). This should be a good test for the AI Euro.

Now, it's too early to declare anything, but I am leaning towards the northern solution. 1050 HPs are extremely rare and often overdone in setups like these (credit @Terpeast), and I don't think it'll be able to suppress it enough. However, if a ultra-strong HP does pan out, the Euro AI may have a greater probability of being wrong.

Stay tuned...

Not to be a nit-picker, but I don't think it's accurate to say those are the only two possible outcomes for this system - not at these lead times. 

Like you, I obviously hope the AI models have the right idea - and the ensemble support across the whole range of models provides good reason for optimism. The next 24 hours should be pretty telling. Not that we'll have things nailed down, per se, but we should have a much firmer grasp about how realistic this threat is (and for whom).

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Most important run of the GFS so far for 2026 running. Big difference I'm looking for is around the hour 100 mark with the handling of shortwave over the Pac NW that either cuts off our southern stream energy or kicks/phases it eastward. The 6z difference in Euro vs GFS shows it nicely. GFS on top Euro on bottom.1769223600-XwGZbSfL3o8.png

1769223600-3DTvlzY40Qg.png

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Just now, TowsonWeather said:

Not to be a nit-picker, but I don't think it's accurate to say those are the only two possible outcomes for this system - not at these lead times. 

Like you, I obviously hope the AI models have the right idea - and the ensemble support across the whole range of models provides good reason for optimism. The next 24 hours should be pretty telling. Not that we'll have things nailed down, per se, but we should have a much firmer grasp about how realistic this threat is (and for whom).

That's a fair point. I would say it's probably more of a gradient in that respect, and separating them into two different categories is likely an overgeneralization. Thanks for pointing it out!

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Most important run of the GFS so far for 2026 running. Big difference I'm looking for is around the hour 100 mark with the handling of shortwave over the Pac NW that either cuts off our southern stream energy or kicks/phases it eastward. The 6z difference in Euro vs GFS shows it nicely. GFS on top Euro on bottom.1769223600-XwGZbSfL3o8.png
1769223600-3DTvlzY40Qg.png

GFS might be more suppressive than EURO, based on that map. Confluence is further south.
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