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Most likely competition from more adaptable, herding hadrosaurs which could make better use of the Cretaceous vegetation. The hadrosaurs had better grinding teeth and were more prolific.

That said, stegosaurs did hold on in some areas for quite a while. HolbenilordTalk 11:04, November 14, 2011 (UTC)