On a widely studied linear time-invariant (LTI) multiagent consensus dynamics with delays, we study how large the delay can be permitted to be before the dynamics becomes unstable. We present an analytical approach to show how this delay bound, namely, the delay margin, is affected with different underlying graphs obtained by edge elimination.