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Player elo

I was wondering, if the stats of the players matter in soloQ. I see the top elo players have nearly 2k elo, and around 20 games, which is only possible from the players in the beginning. tho is that is so, what algorithm is there, that who wins or who loses, since no strategy is made for them besides champion and they have basic stats of 3 or lower.