Different gasses have different boiling points. Under boiling point the gas is liquid and doesn't have enough pressure to come out from the canister (if used in upright position).
The boiling points of usual gasses used in (camping) gas stoves are:
- Propane: −42.25 to −42.04 °C
- Butane: −1 to 1 °C
- Isobutane: −13 to −9 °C
source Wikipedia: Propane, butane and isobutane.
The propane is the best gas to use in cold winter as it will stay gas in really cold temperatures.
However, the vapor pressure of propane is really high (see Wikipedia) compared to for example butane (see Wikipedia) which means 100% propane needs heavy steel canister to hold the gas, adding more weight for backpacking. Making a solution of, for example 70% butane and 30% propane, will allow for a more light weight aluminum canister and decrease the boiling point to be suitable for colder weather.