Winter tires are no help, for instance, when you're on what amounts to a sheet of ice.
They're also no help when you're in 2 feet of snow.
They're a big help at the margins, and it's definitely worth the investment in many, many cases, but they're absolutely no substitute for sufficient road treatment.