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Randomness in Video Games: Drops, Crits and Procedural Systems
A map of where random numbers show up in video games, from loot drops and critical hits to level generation, AI, and matchmaking, and why designers use them.
Video and Online Games
Loot and Randomness in Video Games
Drop tables, critical hits and other random systems explained.
Balancing Random Elements in Roguelikes
How designers tune chance in games where every run restarts: weighted offers, floors on bad luck, variance control, and the balance between luck and skill.
Critical Hit Chance and Expected Damage Output
Learn how crit chance and crit multiplier combine into average damage, why two builds can match on average yet feel different, and where the formula stops working.
Drop Rates and Loot Tables Explained
How weighted loot tables turn item weights into percentages, and what a stated drop rate such as 2% really says about how many attempts you may need.
Gacha Mechanics: Understanding Rates and Spending Risks
An educational look at gacha math: what published rates mean, why averages mislead, how featured-item rules work, and why outcomes remain uncertain.
Hit Chance Displays and Why They Feel Wrong
Why a shown 90% or 95% hit chance still misses often enough to frustrate players in tactics games, and how memory, streaks and game rules shape that feeling.
Pity Timers and Bad Luck Protection Systems
How pity counters and bad luck protection work, with a worked example showing how a guarantee changes the average number of attempts and what it leaves unchanged.
Procedural Generation and Controlled Randomness
How seeded procedural generation builds levels with managed variety: rules, constraints, weighted choices, shuffle bags and validation that keep random output playable.
Pseudo-Random Distribution and Streak Protection in Games
How pseudo-random distribution raises a chance after each failure to shorten bad streaks, with a worked example and the tradeoffs of streak protection in games.
Random Number Seeds, Save Scumming and Speedruns
How a game's random number seed and saved state decide whether reloading rerolls an outcome, and how players use that behavior in save scumming and speedruns.
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