Might be hard to gauge your question without at least knowing how old your Pencil is?
In my experience, Apple batteries have a shelf life of about a year or so before they start draining quicker. The battery in the Pencil is small, so I don't expect it to keep its proficiency after a year or so.
However, the great thing about it is that it charges fairly quickly, negating the dropped charge in a matter of minutes.