Make decisions, test probability, or just have fun with our realistic 3D coin flipper. Perfect for settling disputes, making choices, or exploring randomness!
Heads
| # | Result | Cumulative Heads | Cumulative Tails |
|---|
Coin flipping is a simple and ancient method for making random decisions between two alternatives. The practice dates back to the Roman Empire, where it was known as "navia aut caput" (ship or head), referring to the design of Roman coins.
Probability Theory: In theory, a fair coin has an equal probability of landing on heads or tails (50% each). However, in practice, slight imperfections in the coin or flipping technique can introduce bias. This virtual coin flipper allows you to explore these concepts by adjusting the probability bias.
// Probability of getting exactly k heads in n flips
function binomialProbability(n, k, p) {
// n = number of trials (flips)
// k = number of successes (heads)
// p = probability of success (heads probability)
return combination(n, k) * Math.pow(p, k) * Math.pow(1-p, n-k);
}
The binomial distribution describes the probability of getting a certain number of heads in a series of coin flips. With a fair coin (p=0.5), the distribution is symmetric. As you adjust the bias slider, you can see how the distribution changes.
Empirical Probability: As you flip the coin more times, the observed proportion of heads will tend to get closer to the theoretical probability. This is known as the Law of Large Numbers.
Streaks and Clustering: In a truly random sequence, streaks (like 5 heads in a row) are more common than people intuitively expect. This virtual coin flipper helps visualize these random patterns.
Gambler's Fallacy: The mistaken belief that if something happens more frequently than normal during a given period, it will happen less frequently in the future. Each coin flip is independent, so past results don't influence future flips.
| Number of Flips | Probability of All Heads | Probability of All Tails | Probability of Equal Heads & Tails | Most Likely Outcome |
|---|---|---|---|---|
| 2 flips | 25% | 25% | 50% | 1 Head, 1 Tail |
| 3 flips | 12.5% | 12.5% | 37.5% | 2 of one, 1 of the other |
| 4 flips | 6.25% | 6.25% | 37.5% | 2 Heads, 2 Tails |
| 5 flips | 3.125% | 3.125% | 31.25% | 3 of one, 2 of the other |
| 10 flips | 0.0977% | 0.0977% | 24.6% | 5 Heads, 5 Tails |
Predict the outcome before each flip. Track your prediction accuracy!
Try to get the longest streak of heads or tails. Can you beat 10 in a row?
Flip the coin 100 times and see how close to 50/50 you get.
| Statistic | Value |
|---|---|
| Total Flips | 10 |
| Heads Percentage | 40% |
| Longest Heads Streak | 0 |
| Longest Tails Streak | 3 |
| Current Balance | Tails +2 |