Advantage of the Monte Carlo method over a regular periodic sampling
If you use a fixed seed then Monte Carlo is also repeatable. Monte Carlo sampling has the advantage that the expected number of points inside your figure is proportional to the area, which is not necessarily the case for a grid &mdash; you can come up with a contrived figure in which the grid is off by a lot, whereas random points are impossible to "fool" this way.