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If this system fails, the game becomes a frustrating, unplayable mess that bleeds players instantly.
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This article explores how developers design these algorithms to keep queue times short while maintaining a competitive environment.
+The Elo System Adapted
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Your trophy count is a numerical representation of your skill; win a match, and you take trophies from the loser.
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If the system matches you perfectly, you should mathematically have a 50% chance of winning every single game you play.
+Do not expect to win every game.Patience is required.If you drop trophies, the algorithm matches you against easier opponents.
+The Problem of Card Levels
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The standard Elo system works perfectly for chess because all pieces are equal, but [tower rush](https://efreemate.com/@bryonjamieson) games feature upgradeable cards.
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To combat this, developers have implemented secondary checks that look at the player's King Tower level.
+Player PerceptionThe Mathematical RealityThe Loser's QueueThe algorithm does not force losses; you are simply playing tilted against harder opponents because your MMR is inflatedThe Deck Counter CodeDevelopers have confirmed repeatedly that the algorithm does not read the contents of your deck when finding an opponent
+Maintaining Competitive Integrity
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Because the ladder algorithm must balance queue times against fairness, it will never be perfectly balanced.
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When levels are equalized, the matchmaking system shines, ensuring that the better player almost always wins.
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