The main difference between a gouge and a chisel is the shape of the cutting edge. A gouge has a curved or rounded cutting edge, while a chisel has a straight cutting edge. Gouges are often used for making curved or rounded cuts in wood, while chisels are used for making straight cuts or removing material from flat surfaces.