It's funny, when I was in NYC, the north shore of Long Island seemed to cash in on everything. If you snoop around the NYC thread you'll hear the old timers talking about how different things are now. It might have just been a lucky stretch of years, but damn, they would absolutely crush us 3/5 times because of Lows heading right over the benchmark.
The difference in geographical significance is absolutely true. In the city, the dynamics were really tight because you were on the water, and Harlem (where I was) would often do better than Brooklyn. But overall, you'd have to go really far inland on marginal events. That blizzard in 2017 was absolutely soul crushing. It was supposed to be the storm of my lifetime, but within 24 hours the track tucked in just enough to turn us to sleet after about 7 inches. You had to go at least 40 miles inland to see all snow. Here in MD it can be a matter of being in the District or being where I am.