How long a gas generator can run nonstop depends largely on the size of the fuel tank and how much you’re running. Some of the best gas generators have 10 gallon tanks that can support nearly a day of use, so long as they aren’t being pushed to full capacity. Other small generators provide a few hours of running time, since their fuel tanks top at about 1 gallon.