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In this paper, we provide a rigorous analysis of preferential attachment withfitness, a random graph model introduced by Bianconi and Barabasi. Depending onthe shape of the fitness distribution, we observe three distinct phases: afirst-mover-advantage phase, a fit-get-richer phase and an innovation-pays-offphase.

First to Market is not Everything: an Analysis of Preferential Attachment with Fitness