Statistics

Coin Flip Probability Calculator

Find the probability of getting a specific number of heads in a series of coin flips.


Coin Flip Probability Calculator

Advertisement

A fair coin has a 50% chance of heads on each flip — this finds the probability of getting exactly (or at least) a certain number of heads across many flips.

How it works

Using the binomial probability formula with the success probability fixed at 50%, the number of ways to choose which flips land heads is combined with the fixed per-flip probability.

What this does not include

This does not include unfair (biased) coins or general trial probabilities — for those, use this site’s full binomial probability calculator instead, which accepts any success probability.

How to use this calculator

  1. Enter the number of flips and how many heads you want the probability for.

A worked example

10 coin flips, probability of exactly 5 heads: 24.609375%.

2 flips, probability of exactly 1 head: 50%.

What the variables mean

Variable Meaning
Flips Total number of coin flips
Heads The exact number of heads being asked about

Edge cases worth knowing

More flips doesn’t make an exact outcome more likely. Getting exactly 5 heads in 10 flips has only about a 24.6% chance, even though 5 is the “expected” number — more possible outcomes spread the probability thinner as flip count grows.

Requesting more heads than there are flips is impossible, so the calculator declines to show a result for that combination.

Frequently asked questions

Why isn’t 5 heads out of 10 flips a 50% probability?

Because there are many possible outcomes for 10 flips, and while 5 heads is the single most likely exact count, it’s still just one of many possible results — its probability is about 24.6%, not 50%.

What’s the difference between “exactly” and “at least”?

“Exactly” gives the probability of that one specific count; “at least” sums the probabilities of that count and every higher count, answering a broader question.

Does the coin need to be perfectly fair for this to apply?

Yes — this calculator assumes exactly 50/50 odds on each flip; a biased coin would need the general binomial probability calculator instead.

Be the first to rate this

Written by

J. Adeyemi

Statistics writer

J. Adeyemi writes the statistics and probability calculators, from descriptive summaries through to distributions and conditional probability. The recurring theme is scope: each page states precisely which question it answers, because most statistical mistakes come from applying a correct formula to the wrong question. Related-but-different measures get separate pages rather than being quietly merged.

Reviewed by

K. Novak

Calculator reviewer — statistics

K. Novak reviews the statistics and probability calculators, checking formula correctness and the scope boundary each page draws around itself. Closely related measures are routinely confused with one another, so review confirms that a page computing one of them says clearly that it is not computing the others.

How we write and review

Related calculators