The timing is VERY close.
You look out the window and see those VERY FIRST drops or the pavement just starting to get wet - it's starting to rain.
You look out the window and it's raining, and the pavement is just about all wet, but it's not coming down hard (yet!) - it's started to rain.
And in truth, you can use either one in either situation without sounding too weird.