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Random Number Generation, or RNG, is a highly debated topic in almost every competitive video game genre.
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Understanding exactly where randomness factors into the equation allows top players to mitigate its negative effects.
+Starting Hands and Card Rotation
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The most prominent RNG element in card-based battlers is the initial four cards you are dealt at the start.
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Once the initial hand is played, the rotation becomes fixed, and pure skill and memory take over.
+Make the best play available with what you have.Know what they are holding.It prevents matches from feeling perfectly scripted.
+The Unpredictable AI
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While developers strive to make AI as predictable as possible, the physics engine can occasionally create chaotic results.
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Leaving a slight margin for error in your defensive placements is the best way to handle AI unpredictability.
+Genre TypeRandomness ImpactAuto-BattlersExtremely High - Relies entirely on shop rolls and item dropsStandard [Tower Rush](https://wedioz.com/@kandiscarrol3?page=about)Matches are decided by placement, timing, and resource tracking
+Accepting Randomness
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Getting angry at a bad starting hand only causes you to make further mistakes and lose the match entirely.
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If you are stuck in a lower arena, it is because of your fundamental mechanics, not the random number generator.
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