We want to predict winning percentage in NBA with methodologies from Machine Learning, such as regression, decision tree, random forest and XGBoost. Besides, we cluster for all active players by their features. We can know which players have same ability and hire the low salary player. The coach and general manager can refer this report to decide which player can help team to increase winning percentage.