Can we at least agree here that complexity implies a larger cognitive burden? I think that's a pretty benign statement to begin from regardless of the domain (programming, cooking, games, etc).
A complex recipe rewards a chef with exceptional results if they follow it perfectly, but also presents more opportunities to fail. A simple recipe might not offer the results but it should be easier to produce with a lower chance to mess up.
I think the concept generalizes here.