Does it make a difference whether I book the extension directly or later?

No, there is no difference in the processing or outcome of your visa extension.

The only advantage of booking the extension together with your initial visa is convenience: you only need to make one booking and one payment.

Whether you book the extension now or later, the extension process will remain the same.