I love the Super Charger!
it has one major downfall, it robs power to make power.
Small correction Eric.
Both types of blowers use power to make power. It's called the "nothing comes for free" rule.
The turbocharger obtains its drive energy from exhaust pressure. It also represents a restriction in the exhaust system and some "extra" energy must be spent pushing exhaust gasses through the turbo which would not be spent in a non-turbo'd system.
The supercharger obtains its drive energy from a belt, just like the alternator, water pump, etc.
Both blowers require energy in order to do their thing... they just obtain it from different sources. The reason why a blower works is that the overall gain in power exceeds the power "lost" in operating the blower. Well at least this is how it goes if the system is designed properly.
As for a preference, with my rather limited experience piloting each style of blown motor, I'd have to go with the supercharger.
I drove a turbocharged Probe GT once, somewhen around 1990. It was pretty cool at the time; I loved the sound of the blower winding up, and the smoothly rising shove into the back of the seat. At the same time though I found that the constant transition from no boost-to-boost when shifting (manual transmission) made for very choppy acceleration. It would have definitely required some refinement of my driving skills to get the most out of it, but I was just a kid with a gopher job at the time, and my employer likely wouldn't have let me take the car out for regular practice sessions.
The Taurus SHO (3.?L supercharged V6 IIRC) which I took for a spin later, was an utterly different beast. My dislike for the Mack-truck weighted shifter aside, it was smooth all the way, and all of the power was "instant on."
I think at this point I've read pretty much every pro & con going for either type of blower. On paper, they are different but equal as far as I'm concerned. For my driving ability however, I'll take the supercharger. Unless of course someone wants to lend me some seat time behind a turbo so that I can figure out what to do with the thing.
Hey look... there I go answering one of Aaron's questions with a case of verbal diarrhea again.