Re-weight models:
Euro / UKMET → pattern control, blocking, timing
GFS / CMC → sensitivity to phasing and coastal capture
Ensembles → probability space and risk envelope
AI models → early signal detection, persistence recognition
This is why a west-leaning GFS + west-leaning GEFS can be taken seriously even if the Euro “scores better” overall.
Bottom line
Yes, the Euro is statistically the best model overall
But that ranking is dominated by 500 mb and synoptic skill
Northeast snowstorms depend on lower-level and mesoscale details that are not heavily weighted in those scores
As a result, model rankings ≠ snowfall accuracy
For East Coast storms, trend consistency and ensemble behavior often matter more than raw skill scores