  We present a Bayesian analysis for a new class of realistic models of
two-phase equations of state (EoS) for hybrid stars and demonstrate that the
observation of a pair of high-mass twin stars would have a sufficient
discriminating power to favor hybrid EoS with a strong first order phase
transition over alternative EoS. Such a measurement would provide evidence for
the existence of a critical endpoint in the QCD phase diagram.
