From my experience, All Seasons work ok when new for the first winter, they seem to lose traction when they get a little worn. Nothing beats a dedicated snow tire. Studs somewhat follow the all season thing I mentioned.
In our Street Legal ice racing class, we had studded and non studded. The non's proved to be just as fast and more reliable since the studs tended to work loose and lay over and the tires had to be replaced during the season.


And if you get stuck don't just keep spining your wheels until your car catches fire.