Nusa Lembongan or Nusa Penida | What to choose between the two islands?

We are often asked if it is worth choosing Nusa Lembongan or Nusa Penida. We were personally much more enamored (in love with) with Nusa Penida, but we will try to be completely objective in the arguments in favor of each of these two islands.