Not really. It impacts Erie as the lake freezes. The dendrites are sometimes smaller and don't accumulate as quickly. But there have been many single digit LES Events.
This one I remember vividly. 22" here for the event and 60" max off Tug.
The frigid airmass, with 850mb temperatures of 25 to 30 C below, charged
across the Northern Plains to the Upper Mississippi Valley during
the weekend leading up to the event. Climatologically, this set the
stage for a significant lake effect snow event. The largest lake
snows in the Buffalo metro area typically occur when the cold air
lifts out of the Ohio Valley and up the full axis of Lake Erie,
rather than taking a direct route from the Upper Great Lakes or
Southern Ontario. The slow track of the upper level vortex and its
associated surface low were also recognized as key elements to
portend a crippling snowfall.
This pattern recognition played a huge role in forecasting this
event. Lake effect snow watches were issued three full days ahead
of the event with lake effect snow warnings issued over 30 hours
before significant snows accumulated. As the event unfolded,
blizzard warnings were issued in the Buffalo Metro area for the
first time since 1993. The likelihood of blizzard conditions and
snowfall amounts of 5 to 6 feet (for the Tug Hill) were discussed in
the Area Forecast Discussion and with various radio media outlets
days before the event.