Like many here I have bikes with both systems. I'm a fair weather cyclist who enjoys a brisk but casual pace.
Both systems work for me but I do prefer the clean minimalist lines of caliper brakes on my Road bikes. However, I ride my City Hybrid a little more aggressively and the discs work great and give the bike a "BadAzz" look