Just depends on your location and the level of hype. For the PS2 and Wii launches I waited in line for about 12 hours. I got to the store around noon for a midnight launch at Walmart. There were a few spots left in line behind me each time.
I'm located in South Jersey. I REALLY hope getting there around 2 is okay. Would be a shame to show up that early and be too far back in line