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Probability of at least one success — At-Least-One Success Plan Calculator

At-Least-One Success Plan: Calculate probability of at least one success from Success probability per trial, Independent trial count. Check the formula, input units and worked result on this page.

Enter your values

%
Formula symbol: p. Enter the percentage as a number: for 15%, enter 15. Use a non-negative value. Allowed range: 0–100.
Formula symbol: n. Enter a numeric value. Use a whole number. Use a non-negative value.

Use a decimal point, without thousands separators.

Trials must be independent. A target probability does not guarantee an outcome. Required trials round up; a 100% target and singular inverse boundaries do not give a finite count.
Example result
Probability of at least one success
65.13215599 %

The initial result uses the example values. Enter your own values and calculate again.

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How it works

Independent trials with constant success probability have zero-success probability (1−p)^n; its complement is used. This form solves for probability of at least one success; enter the known quantities in Success probability per trial, Independent trial count.

Inputs and units
Probability of at least one success — At-Least-One Success Plan Calculator · Inputs and units
InputExample valueWhat to enter
Success probability per trial10 %Formula symbol: p. Enter the percentage as a number: for 15%, enter 15. Use a non-negative value. Allowed range: 0–100.
Independent trial count10Formula symbol: n. Enter a numeric value. Use a whole number. Use a non-negative value.
q = 100[1 − (1 − p/100)ⁿ]

Worked example

Show example inputs and results

This example is generated by the same calculation engine using the starting values in the form. Your own inputs produce your own result.

Success probability per trial
10 %
Independent trial count
10

Complete example results

Probability of at least one success
65.13215599 %

Reading the result

The result solves for probability of at least one success from the entered quantities. Check the result unit and the formula conditions before using it.

Questions and answers

Can I use the example values for my own calculation?

The example values illustrate the calculation. Replace every input with your own information, especially dates, rates and the selected operation.

When can I use the probability of at least one success result?

Trials must be independent. A target probability does not guarantee an outcome. Required trials round up; a 100% target and singular inverse boundaries do not give a finite count.

Why are some results rounded?

Results display up to 8 decimal places. Calculations use the unrounded values; very small values use scientific notation. JavaScript floating-point arithmetic can introduce tiny rounding differences.

Are my inputs sent to a server?

The calculator processes inputs in your browser. Its code does not send your values to a server.

Method sources: ocw.mit.edu

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