What I've heard -
Sidewall thickness plays a lot in handling - bigger sidewalls absorb more harshness, giving a softer feeling ride and less responsive to steering input (due to flex of sidewall). Probably not all that noticeable for normal driving, but maybe more pronounced at highway speed or on the track.