While the pyplot module is straightforward and useful for simple plots, Matplotlib's object-oriented API is more suited to complex visualizations. By directly interacting with Figures and Axes objects, you gain finer control over the plot's elements, which can be invaluable when your visualizations require a higher degree of customization.