Of what advantage is the formation of many more sperm than egg cells?

Two laws of nature. First, Law of Large Numbers. The more sperm there are, the better the chances of at least one getting to the objective. Second, Survival of the fittest. The healthiest (fittest) sperm will survive longer in actually what is a hostile work environment giving the strongest the best opportunity to make it to the objective.