Probability of Three Events Calculator

Work out the chance of three independent events all happening, at least one, exactly one, or none.

Your details

Between 0 and 1, such as 0.25

Between 0 and 1, such as 0.25

Between 0 and 1, such as 0.25

Your data stays in your browser

Result

Enter each probability between 0 and 1, then press “Calculate”.

How the outcomes split

    Once calculated, each count’s chance appears here.

    The four add to 1, since one of them must happen.

    Analysis and suggestions

    Once calculated, this shows what your result means and suggestions based on your numbers.

    Behind the result

    Work out the chance of three independent events all happening, at least one, exactly one, or none.

    Example · P(الكل) = P(A)P(B)P(C) | P(لا شيء) = (1 − P(A))(1 − P(B))(1 − P(C)) | P(واحدة على الأقل) = 1 − P(لا شيء)

    1 − (1 − 0.9)(1 − 0.8)(1 − 0.7) = 0.994

    How it is calculated

    Comprehensive Calculator Guide

    This calculator gives, for three independent events, the chance of all three, none, at least one, exactly one and exactly two. Three stages at 0.9, 0.8 and 0.7 all succeed only 0.504 of the time, but at least one succeeds 0.994 of the time.

    Chains and backups

    All three = the product of the probabilities; none = the product of the complements; at least one = 1 − none. Stages in series are weaker than the weakest; backups in parallel are far stronger.

    How to Use

    1. Enter the three probabilities.
    2. Make sure the events are independent.
    3. Press “Calculate” to see each outcome.

    Formula Used

    All = P(A)P(B)P(C) | None = (1 − P(A))(1 − P(B))(1 − P(C)) | At least one = 1 − None

    Practical Examples

    Example 1
    0.9, 0.8, 0.7: all 0.504, at least one 0.994.
    Example 2
    0.95, 0.9, 0.85: at least one 0.99925.

    Important Tips

    • The four outcomes add to 1.
    • Add an independent backup for reliability.
    • Use conditional probability for dependent events.

    Common Mistakes to Avoid

    • Adding the three probabilities.
    • Forgetting “exactly one” excludes the others.
    • Assuming independence with a shared power source.

    Frequently Asked Questions

    Exactly two?
    Add the three ways two can happen without the third.
    Why is “all” so small?
    Each extra condition multiplies by a number under 1.
    More than three events?
    The same rules apply.

    Read Also

    Results are estimates for educational purposes and may vary depending on your situation and data sources.