Is building a simple game harder than building a complex one?

I used to think simple games would be easier to build. After actually making one, I’m starting to think the opposite.

When there are only a few mechanics, every little detail matters — the timing, feedback, difficulty curve, animations, and even the first few seconds of gameplay.

Curious what other makers have experienced: does keeping a product simple actually make building it harder?