Binomial distribution calculator

Calculate exact-count and cumulative probabilities for independent trials with a fixed success probability.

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More inputs and assumptions

Answer

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Calculate exact-count and cumulative probabilities for independent trials with a fixed success probability.

More results
Precision and calculation record

Rounding changes displayed numbers, not the calculation. Text, fractions, matrices and CSV schedules keep their own formatting. Automatic keeps up to 12 significant digits, with money shown to cents where applicable.

Saved scenario

Save the current answer, then change an input to compare. This clears when you leave.

Formula and assumptions

Trials must be independent and share the same probability. Supports 0 to 1,000 trials. Very tiny probabilities can underflow to zero in browser arithmetic; sampling without replacement needs a different model.

Automatic precision shows numbers to 12 significant digits. Thousands separators such as 1,000 are accepted; use a dot for decimals.

Scratch calculator

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Using Binomial distribution calculator

Calculate exact-count and cumulative probabilities for independent trials with a fixed success probability.

Trials must be independent and share the same probability. Supports 0 to 1,000 trials. Very tiny probabilities can underflow to zero in browser arithmetic; sampling without replacement needs a different model.

Next: Basic calculator

A worked example

With number of trials = 10, success probability per trial = 0.5, successes k = 5, the probability of exactly k is 0.24609375.

Before you use the result

Trials must be independent and share the same probability. Supports 0 to 1,000 trials. Very tiny probabilities can underflow to zero in browser arithmetic; sampling without replacement needs a different model.

Example results for number of trials

These examples use Success probability per trial: 0.5; Successes k: 5. They are reference calculations, not recommended settings.

Number of trialsProbability of exactly k
50.03125
100.24609375
200.0147857666016
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ToolOctopus. “Binomial distribution calculator.” Updated 2026-09-26. https://tooloctopus.com/binomial-distribution-calculator.

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