It does not delete documents individually so is very fast and efficient. As the whole index and related files are deleted the cluster state need to be updated and propagated to all nodes. Having a large number of shards and aNd a large cluster state can slow this down but it should still be quite fast.
This is not something that is usually a performance problem so it would be interesting to know the rationale/reason behind this question.