how is life in the capital different than life in the district 12 in hunger games. And how are they the same?

Life in the capital is more wealthy than life in district twelve. I think district twelve is the poorest district and I know for sure the capital is the wealthiest. People who live in the capital are more likely to win the hunger games because when they are little they are trained unlike district 12