Yes 3D printing is incredibly popular because of its low barriers to entry.
However we are printing way too much useless stuff, so we need to stop printing crap and dedicate to serious projects

The slight differences are mostly in flow rate and temperature, they will all display some different behavior when extruded.
My best experiences with filament are EUMakers and Colorfabb. I hear Hatchbox is the best budget choice.