Depending on the length of the ride and the crappiness of the roads I carry one or two tubes and CO2 cartridges, no pump. I switch tubes and patch at home. If I "expected" to need 3 tubes I'd carry a pump instead.
But I always carry a cell phone, and in my neck of the woods I can either catch a bus, call home or call a taxi if necessary.
But this is also because I rarely flat (pretty good roads and Conti GP 4000 tires which have a good rep for flat resistance) and don't have a good frame pump. I've helped others with an CO2 cartridge or tube more often than I've used it myself.
Winter riding is much less about badassery and much more about bundle-uppery. - malkin
1995 Kona Cinder Cone commuterFrankenbike/Selle Italia SLR Lady Gel Flow
2008 white Nakamura Summit Custom mtb/Terry Falcon X
2000 Schwinn Fastback Comp road bike/Specialized Jett