Coin Flips, Dice Rolls, and the Myth of Streaks
If a coin lands heads five times in a row, plenty of people feel like tails is "due." It isn't — and understanding why is one of the more useful pieces of intuition you can build about chance.
The gambler's fallacy
The belief that a streak makes the opposite outcome more likely soon is called the gambler's fallacy, and it's one of the most common misunderstandings of probability. A fair coin has no memory. It doesn't know it landed heads the last five times, and it isn't "keeping score." Every single flip is an independent event with exactly the same 50/50 odds as the first flip ever made, regardless of what came before it.
Why streaks feel meaningful anyway
Human pattern-recognition is very good at spotting streaks and very bad at estimating how common they actually are by pure chance. Flip a coin 20 times and a run of four or five of the same result in a row is not unusual at all — it's exactly what you'd expect from genuine randomness over that many flips. A truly random sequence looks streakier than most people's intuition of "random" looks, which is part of why real random data can feel suspicious even when it's working correctly.
The same logic applies to dice and the wheel
Rolling the same number twice in a row on a die, or landing on the same wheel segment twice back to back, feels like it "shouldn't" happen — but each roll or spin is independent in exactly the same way a coin flip is. The die doesn't know what it rolled last time, and the wheel doesn't remember its last winner. If anything, a tool that avoided repeating a recent result would be less random, not more — it would mean the outcome wasn't a truly free draw.
What actually would be suspicious
The real red flag for broken randomness isn't a streak — it's a result that's suspiciously even over the long run in a way pure chance rarely produces, or a result that correlates with something it shouldn't (like always favoring the first item in a list). Every draw on this site is independent and identically distributed: no memory, no pattern, no favorite. Streaks are allowed, because that's what genuine randomness actually looks like.
