OK, lots of good songs listed...and lots of crappy ones too.
I guess that's what makes the world go round...
drum roll please.....
THE Best "go fast" song ever...(and I don't even like the band)
Motley Crue / Kickstart my Heart (your welcome)
runner up...White Zombie's "Black Sunshine" (very similar intro)
Saw a few people post WZ but not this song.
They should know that I'm right, it is a better "go fast" song
For me, it's anything by the following guys:
Audioslave, RATM, Dream Theater, Pantera, Tool, Foo, Blink 182, Beastie Boys, Linkin Park, Zepplin, NIN, STP, & Van Halen (only Pre-Van-Hagar, the Roth years)