I do hope you're being sarcastic there. Blindly throwing money at things is probably what got twitter where they are now.
If a website is too slow, it has a significant adverse effect on my likelihood of using it.
And it's not just me - see Google's assertion that speed is "just about the most important concern of users" - http://battellemedia.com/archives/003076.php