Evolutionarily it may be advantageous for the female to be bigger as a deterrent from natural predators as well as being the egg factory. It costs alot of energy to make and grow those giant egg sacks while the males little swimmers are pretty low engergy cost.
It would be rad if human women were like 20 feet tall. It'd be so easy to look up skirts.