This is taken directly from Odyssey’s website on recommended battery usage based on each type.
Types of Marine Battery Applications
Deep Cycle
A boat’s trolling motor relies on deep cycle batteries. These batteries are the marathon runners of the boat’s storage system, as they power the electrical loads on the boat when no charge source (shore power charger, engine alternator, wind generator or solar panel) is available. They are intended to discharge energy over long periods of time, using approximately 50-80 percent of their capacity, and are able to recover completely afterwards. They are built with thicker plates than starting batteries and are significantly heavier than a starting battery of similar dimensions.
Starting
Also known as a cranking battery, a starting battery powers the starter motor, enabling the engine in the boat to start. Starting batteries are easily depleted and rely on an engine’s alternator to restore the charge. They house negatively and positively charged plates that are separated by insulation. One of the main differences between a starting battery and a deep cycle battery is the thickness and number of charged plates. Along with engine starts, starting batteries are commonly used for bilge pumps, navigation, courtesy lights, aerators and general marine electronics.
Dual Purpose
Simply put, dual purpose marine batteries can perform the function of both traditional deep cycle and starting batteries. With larger, thicker plates than starting batteries, dual purpose batteries are ideal for tolerating deep discharges that would ruin a typical starting battery. This class of batteries contains a small amount of liquid, just enough to moisten the internal plates so nothing can break or leak out. This design makes these types of batteries durable, stable and able to start the engine while powering the electronics over the course of a full day on the water.