If a sociopath has no conscience, isn't that a good thing for them? What is the downside?

Sociopaths lack psychological depth and cohesiveness. Conscience is not just about restricting oneself; it is also about holding oneself to standards and self-improving. And psychopaths are very limited in their ability to hold themselves to standards, which greatly impoverishes them, emotionally and otherwise.