Statistics & probability

Binomial probability calculator

Find exact and cumulative success probabilities for independent trials.

Binomial probability calculator
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A clear answer. Here’s how.

Models independent trials with a constant success probability. Shows P(X=k), P(X≤k), P(X>k) and P(X≥k), plus the model mean and standard deviation. Supports 0–10,000 trials, including p=0 or p=1. Uses numerical beta functions and log probabilities; extremely small values can underflow to zero.

See a worked example

Worked example

A fixed demonstration, separate from the values you enter above.

Number of trials
10
Success probability per trial (0–1)
0.5
Success count k
5

Example result

P(X = k)
0.24609375
P(X ≤ k)
0.623046875
P(X > k)
0.376953125
P(X ≥ k)
0.623046875
Model mean
5
Model standard deviation
1.58113883008