Cold is relative, and depends on how cold is considered cold, and how acclimatized a person is.
At 10C, I still walk to the gym, in my shorts and polo shirt. Below 10C, I will wear shirt and pants with a jacket. Below 15C, I may put on my down parka.
There is no question that winter is cold...