If I were to build an all out drag race vehicle and money was not a concern... I would go with a large turbo setup. But for a street truck with everything considered I would go with a roots or screw blower.
Some obvious differences I can think of off hand are...
Superchargers are much less complex to install and tune.
Superchargers usually cost significantly less to install unless you can fabricate the system yourself.
Turbos are more efficient due to the use of exhaust to power it.
Superchargers are belt driven off of the crankshaft and have more parasistic drag but the use of a bypass valve reduces this greatly when not into boost which helps with fuel efficiency.
Both come in a variety of sizes to suit your needs.
Roots or screw blowers have instant boost at the hit of the throttle right off idle to redline where there is some lag with a turbo. The amount of lag depends on size and design of the system.
Turbos create far more underhood heat and it should be addressed in the build.
I chose the lightning roots blower setup for its cost and factory look and reliability. The throttle response is nothing short of amazing. It has full boost before the throttle can hit the floor.
This is some pretty good advice. I have had turbos, superchargers, both roots and twinscrews in lightning and cobras. For simplicity and cost you will not beat a lightning roots setup.
A turbo will be more efficient and will net better gas mileage, but it certainly comes with a price tag. Although most still mention spool time and lag, this is not the case with a properly matched turbo/convertor combo. Most setups have lag due to mismatched components.
If you can fab it up it puts the turbo in the ballpark and you can reap the benifits,and I can assure you that a properly setup single turbo kit done correctly can be a great street/daily driver setup.
But pay heed to the advice given, A turbo setup is always more complex.
This thread makes it look easy but i can assure you there is a lot of work involved in this setup.
http://www.expeditionforum.com/f42/98-expedition-turbo-build-16129/