MihsabaNormal Distribution Calculator

Normal Distribution Calculator

Calculate left-tail, right-tail and between-value probabilities for a normal distribution, or invert a percentile to an x value and z-score.

How to use

A normal distribution is a continuous distribution defined by mean μ and standard deviation σ. The calculator standardizes values to z-scores, evaluates cumulative probability, and can invert a percentile back to x.

  1. Enter the mean and a positive standard deviation.
  2. Choose left-tail, right-tail, between-values, or inverse-percentile mode.
  3. Enter x, interval bounds, or the desired percentile.
  4. Review the z-score and probability in decimal and percent form.

How it is calculated

z=(x−μ)/σ; P(X≤x)=Φ(z)

Example

Standard-normal example: P(−1.96≤Z≤1.96) is about 95%, while the 97.5th percentile corresponds to z≈1.96.

Important notes

Results are numerical approximations from high-accuracy browser algorithms for the normal CDF and inverse CDF. Using this tool does not establish that real data are actually normally distributed.

Frequently asked questions

What is a z-score?

It is the number of standard deviations x lies from the mean: z=(x−μ)/σ.

How is a between probability computed?

The lower cumulative probability is subtracted from the upper cumulative probability.

Can I use μ=0 and σ=1?

Yes. That is the standard normal distribution.

Is this calculator free?

Yes. It is free to use and requires no account.