Simplicity is not so simple

I've been thinking about composition a fair bit recently, for various reasons.
One way to create impact and a pleasing composition is to simplify like this:

But simplification can lead to a lack of context and the loss of interesting detail that supports the main subject.

Leaving it all in makes a mess, but a satisfying one to me: