Same thing happened to me. Glad to see I'm not alone.
I've only had the Pi for less than an hour, so I was a bit surprised when this happened. Was unplugging it to try it out on a different screen when my fingers slipped and I saw the offending capacitor go flying across the desk. Fortunately, both the pads and component are intact, it looks like only the solder let go. It'll take longer for the iron to heat up than it will for me to actually fix this little mishap.
I blame the lead free solder used these days, not the Pi or anyone else.