Both pea and soy protein are great plant-based protein, but pea protein contains more amino acids per serving and is proven to boost performance gains more than soy protein.
Complementary Proteins are a way to assure we are getting the full daily recommended protein quotient from our vegetarian diet. The plant kingdom does indeed provide a "complete" protein. It's just a matter of mixing and matching.