The organism that can best reproduce.
Not necessarily.
It's not quite as simple as that.
Like you said, nature finds a medium.
It may well select for having 3 children that are cared for than having 15 that are not.
It may select for less offspring, if those offspring are stronger.
Sometimes having offspring can be more of a detriment than a befefit.