There are many different types and sizes of deep cycle batteries, so it is difficult to give a definitive answer to this question. However, a typical deep cycle battery will have between 100 and 200 watt hours. This means that it can provide 1-2 watts of power for around 100-200 hours before it needs to be recharged.