>>792903They still derate over temp, and most Li variants won't charge below 0°F (Charger prevents that to protect the cell(s)).
If it's that cold, the voltage is going to drop following the derating curve for the cell chemistry, and probably won't have the voltage/current to actually start anything.
There's a reason RTG's get deployed at brutally cold sites instead of battery/solar systems.