Depends on how fast the wheels of justice turn. If they both get booted after January, the Speaker will probably be a Democrat. If I was a Congressional Republican leader, I would convince Pence to resign now and get somebody who won't be impeached in the VP office, like Romney. Then at least they keep the Presidency until 2020.
That's what they did with Spiro Agnew and Nixon.