Elo is zero sum. Each point gained by one player is lost by another. It follows that the mean elo is always exactly equal to the initial elo assigned to new players before they play any games, and can't change over time. If the highest ranked player are higher elo than before, the lower ranked players must be lower elo.

Was the average ELO of players approximately stable before chess engines?