DataGrid is a Grid environment for petascale data-intensive computing. Being in the development stage, performance of DataGrid systems on large-scale and realistic applications have not been well-investigated. Using the Bricks Grid simulator, we investigate the performance of various DataGrid system models in simulation by assuming actual application scenarios.