I have one or two (depending on machine) of each machine with 24 advanced coils, which is the maximum, several with 12 and a few with none.
In most cases (when a recipe requires little or no power) something between 6 and 12 advanced coils will give you the best bang for your buck.
For recipes that use a lot of power you may want to over-power it more, for the crafting time and spark discounts that others have mentioned.
The unpowered machines I generally only use for recipes that have no spark cost (like refining stones, for example).
Let me find the last post I made with my testing on this to give you an idea of the numbers involved, will edit in a minute.
Edit:
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