Beginners luck is notable because most of the time unskilled players get bled dry very quickly. When a beginner makes all of the rookie mistakes but still wins out of sheer dumb luck then people take note.

But then as you note the skill cap isn't very high. Once everyone figures out the strategy it goes back to being mostly luck and who has the biggest bank account to ride out the bad times.