but these two legumes have some major differences in taste, appearance, and nutrition. unlike edamame, snap peas are eaten whole, pods and all. (4) edamame pods are broken open so you can eat the beans on the inside. snap peas have a slightly sweet taste, while edamame are a bit more bitter.