You most definitely get a huge leap in sound once you get to around $600 or therabouts IMO - for which money you can buy yourself a good hifi. Anything below that is closer to a multimedia system.
In the UK, a good amp and speakers can be had for £350 for the lot.
^^ Well done that man. Good advice. Don't waste money on crappy "multimedia" speakers.