Complexity vs. Complications

Let's watch this image!.

We can build a model considering as reference the center of the Earth, or a center of the Sun.
Two mathematical models, but the first is much more complicated than the second.

The word "complex" can be virtually added to anything.
But a model can even be complicated. In this case it is not realistic to talk about complexity.