Much of the harshness may be from the very light, blown out background. Panopeeper's background examples are light but they still have color, so they aren't nearly as challenging.
Yes, the problem is with the composition, specifically the (poor) choice of background. IMO, this is primarily visible in the first picture.
How we choose to compose our images have significant effect on how a lens appears to perform.