Ideally, there would be a single intrinsic metric for identifying "good" embeddings -and there are many proposals for such a metric (including word relatedness and analogies).
none of them have been shown to predict performance on a wide range of tasks, and there is evidence to the contrary (Chiu et al., 2016).