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The News God > Blog > Games > RNGs: The Engine Behind Randomness
Games

RNGs: The Engine Behind Randomness

Rose Tillerson Bankson
Last updated: February 26, 2024 6:08 pm
Rose Tillerson Bankson - Editor
February 26, 2024
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RNGs: The Engine Behind Randomness
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Randomness is crucial for many digital games today. It ensures fairness by making elements like loot box drops and card draws in games like Hearthstone unpredictable. This randomness is actually artificially created by algorithms called random number generators (RNGs). As of now, Winz Casino successfully uses this solution in its services.

Contents
How RNGs FunctionPseudorandom Number GeneratorsTrue Random Number GeneratorsRNG Uses in GamesWhy Proper Randomness MattersCommon Misconceptions Around RNGsControversies Around RNG MechanicsRNGs Power Casino Slots Randomness

How RNGs Function

RNG algorithms generate long strings of numbers that are effectively random for practical purposes. There are two main types of RNGs:

Pseudorandom Number Generators

This class includes linear congruential generators, lagged Fibonacci generators, and mersenne twister generators. They utilize complex mathematical formulas and seed numbers to produce number sequences that appear statistically random but are deterministic provided the seed and algorithm are known.

True Random Number Generators

True RNGs derive randomness from hard-to-predict physical phenomena like radiation decay times or atmospheric noise and thus create non-deterministic sequences. Hardware true RNGs are often considered generating the “purest” randomness.

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RNG Uses in Games

RNGs introduce randomness in many aspects of digital games:

AspectExample Use Cases
Loot/Reward DropsLoot boxes, item drops from enemies
ProgressionSkill upgrades, critical hits
Card GamesShuffling and drawing cards, effects of some cards
Game WorldWorld generation, spawns of resources and enemies

Here is an example RNG use case: shuffling card decks. An algorithm iterates through all cards, swapping each with another random one, an unpredictable number of times. This emulates real-world physical shuffling.

Why Proper Randomness Matters

Sufficient randomness ensures games stay fair and feel realistic. Improper randomness undermines it:

  • Predictable patterns in rewards, card draws, etc. undermine fairness.
  • Lack of variation makes games less suspenseful and replayable.

For these reasons, large game studios utilize specialized RNG algorithms and often back them with true hardware RNGs for seed data. Extensive testing guarantees randomness before product launch.

Some use user input data like mouse movements to add further unpredictability to the seeding process too. So next time you open a loot box in your favorite game, you can better appreciate the RNGs working behind the scenes!

Common Misconceptions Around RNGs

Some common misconceptions exist about RNGs and how randomness works in games. One is the gambler’s fallacy – believing odds shift based on prior outcomes. For example, thinking one is “due” for a rare item after multiple common ones. In reality, each roll of the dice is independent.

Another is not appreciating the likelihood of randomness occasionally producing unusual streaks and clusters, which can feel non-random to players in the short run. Yet given enough repetitions, the overall distributions align with the stated odds.

Controversies Around RNG Mechanics

RNG game mechanics like loot boxes and gacha draws have stirred controversies in recent years. Critics argue random rewards can enable predatory monetization, especially for vulnerable player segments like children.

Some jurisdictions now regulate these mechanics – requiring published drop rates for transparency and imposing limits around factors like rarity distribution. Ongoing debates weigh player protections against the need for companies to fund development.

So RNGs remain crucial to digital games but also controversial given links to problematic monetization approaches in some genres. Ultimately, informed regulation and ethical implementation standards will be needed.

RNGs Power Casino Slots Randomness

One major application of RNGs outside of video games is powering the randomness in slot machines. Rather than physical reels determining outcomes, modern electronic slots rely on algorithms to govern the spinning visuals and payouts.

Slot machine RNGs assign each symbol on virtual reels to numbered “stops”, randomly generating these stops with each spin. This maps the random number output to specific reel positions over time. The mathematical distributions behind the mappings influence factors like payout rates and jackpot frequencies.

Reputable casinos have their RNGs evaluated by third-party testers to prove fairness according to regulatory standards. RNGs enable slots to offer player-pleasing features like bonus games and varied bet sizes while ensuring predictable returns for casinos over billions of spins.

Their role has evolved from purely electronic replacements of mechanical reels to modern engine powering slot versatility and security. Properly implemented RNGs are crucial for player trust and commercial success in the casino industry.

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