Geometric distribution calculator

Answers questions like: what is the chance my first six comes on the third roll, and how many rolls does it take on average?

Loading the tool…

Processing and privacy: The result is calculated inside your browser and your data is not sent to any server.

How to use it

  1. Enter success probability p and trial number k.
  2. The result appears straight away and updates as you edit.
  3. Copy the result, or copy a link that keeps the same values to share it.

How it is calculated

P(X = k) = (1 - p)^(k - 1) × p. P(X ≤ k) = 1 - (1 - p)^k. P(X > k) = (1 - p)^k. Mean = 1 ÷ p.

Example

Inputs: Success probability p = 0.2, Trial number k = 3. Result: P(first success on trial k): 0.128; P(success within k trials): 0.488; P(no success in the first k trials): 0.512.

Limits and caveats

  • Counts trials up to and including the first success.
  • Assumes independent trials with a fixed chance.

Questions about this tool

What is the chance the first six comes on roll 3?

(5/6)^2 × (1/6) ≈ 0.1157, about 11.6%.

Why is the mean 1 ÷ p?

An event with a 20% chance needs 5 tries on average, and 1 ÷ 0.2 = 5.

Does the geometric distribution have memory?

No. After 10 failures the chance on the next try is still p.