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The software numbers tend to be less reliable than hardware. It does suck when a game you're following turns out to be (massively) overtracked, I've been there before.

I wouldn't call the numbers laughable, as VGC was pretty accurate for the NPD top 10 (besides Forza 3). However, you should trust them at your own discretion, especially for the lower selling titles - things like this happen.