
Charles Fey built his Liberty Bell around 1894 in San Francisco. Three reels, ten symbols each. Exactly one thousand possible combinations. Anyone could calculate their odds with a pencil.
Today? Good luck.
A modern machine generates millions of results per cycle, weighted invisibly and displayed behind animations designed for emotion rather than clarity. The gap between what you see and what actually happens explains almost all the misconceptions that circulate.
The patent that changed everything
In 1982, a Norwegian engineer named Inge Telnaes filed a patent. Granted in May 1984 under US number 4,448,419, it completely separates the physical positions of the rollers from the actual probability.
Before that, every visible stop counted the same. After, the software could assign hundreds of virtual positions to an empty space, and only two or three to the jackpot symbol.
IGT bought the rights and deployed the system on its machines.
The practical consequence is significant: the “almost won” becomes achievable. Seeing two jackpot symbols line up while the third stops just above the line is frustrating. Mathematically, you were nowhere near winning.
How does a random number generator work?
The RNG is constantly running. Thousands of values ​​per second, whether someone is playing or not.
Pressing “spin” simply captures the value present at that precise moment. The software translates it into roller positions, then starts the animation.
A crucial point that few players understand:The result is determined before the animation begins.Watching the reels spin is like watching a replay. Stopping them manually, holding down a button, changing the rhythm — none of that changes anything.
Independent laboratories verify all of this. Gaming Laboratories International has existed since 1989, eCOGRA since 2003. The tests involve millions of simulated games.
The three numbers that really matter
| Indicator | What it measures | Current range |
| TRJ (RTP) | Theoretical percentage redistributed | 92 to 97% online |
| Volatility | Distribution of gains over time | Low to very high |
| Gain frequency | Proportion of winning rounds | 20 to 45% |
The TRJ (Return to Player) is difficult to interpret. Seeing 96% suggests that you recover €96 out of €100 wagered in one evening.
No. That percentage describes an average over huge samples — millions of rounds, far beyond what a player accumulates in a lifetime.
Over 500 spins, the results vary enormously. Losing your entire stake or doubling your money are two outcomes perfectly compatible with the same mathematical model.
Two identical games, opposite experiences
Volatility makes all the difference, and nobody talks about it.
Let’s take two games, both displaying 96%:
- Game A— Win frequency 40%, maximum win 500x. It nibbles away slowly, small regular wins, bankroll slowly eroding.
- Game B— Gain frequency 22%, maximum gain 15,000x. Long periods of stagnation, then occasional peaks.
Same theoretical yield. Completely different in practice.
A player with a limited budget survives significantly longer on game A. The one aiming for the big prize needs sufficient reserves to absorb the losing streaks of game B.
The catalogs of platforms like this casino with online games. This information is usually displayed in the technical specifications, accessible via the “info” button or the payment table. Checking it takes ten seconds. Almost no one does.
What doesn’t work

Several beliefs survive despite decades of technical refutations.
“Hot” or “cold” machines.Each round is independent. Twenty losing rounds do not change the probability of the next one in any way.
Game time.The RNG runs identically at 3am on a Tuesday and at 9pm on a Saturday.
Bet more to improve your chances.The stake multiplies the winnings proportionally, without affecting the probabilities. The only exception: some progressive jackpots require the maximum stake to be eligible.
Loyalty cards that would reduce earnings.They are used for marketing. Regulators prohibit linking player identification to results generation.
So, how do you win at slot machines?
The honest answer, and it’s disappointing: no strategy creates a mathematical advantage against a certified RNG. The house edge is structural, documented, and permanent.
Some decisions do influence the outcome — not the probabilities, but the cost.
- Choose the TRJ.Going from 92% to 97% on €1,000 of bets represents a difference of €50 in expected value.
- Adjust volatility to budget.A small amount of capital in a highly volatile game means a very short session.
- Calibrate the setting.Betting 5% of your bankroll per round shortens everything dramatically compared to 0.5%.
- Read the bonus terms and conditions.Maximum allowed bet, game weighting, wagering requirements — this is where most disputes begin.
- Set a stopping point in advance.Decided in a calm, deliberate manner, not in the middle of a session.
None of these points are a method for winning. They are cost management tools.
Beware of the same game running in two different configurations.
This one surprises even experienced players.
Studios frequently offer several RTP (Return to Player) configurations for the same title. The operator chooses which one to deploy. As a result, a game displayed at 96.18% on one platform might run at 94.2% on another. Same name, same graphics, different math.
Bonus purchases complicate matters further, with their own percentages.
Only the number displayed in the game you launch, on the website you use, matters. Published tests cite the default configuration, which is not necessarily the one you see.
Key takeaways
The Liberty Bell of 1894 displayed its probabilities without anyone needing to explain them. Modern machines conceal the same truth beneath far superior graphics.
The mathematics itself hasn’t changed. Only the presentation has evolved.