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Z-Score Calculator

Convert a raw score to a z-score, convert between z-scores and probabilities, and find the probability between two z-scores.

Change the values and press Calculate to work out your own figures.

z-score from a raw score

Enter a raw score, the mean and the standard deviation.

About value (x)The value to find the probability for.
About mean (μ)The distribution's mean.
About standard deviation (σ)Must be greater than 0.
Result
z-score
1
P(X < 5)
0.8413447461
P(X > 5)
0.1586552539
P between the mean and 5
0.3413447461

5 is 1 standard deviations above the mean.

Show the working
  1. z = (x − μ) ÷ σ = (5 − 3) ÷ 2 = 1

Probabilities for a z-score

Enter a z-score.

About z-scoreA value in standard deviations from the mean.
Result
P(Z < z)
0.9772498681
Right tail, P(Z > z)
0.02275013195
Two-tailed, P(|Z| > |z|)
0.0455002639
Between −|z| and |z|
0.9544997361
From 0 to z
0.4772498681

For z = 2, P(Z < z) = 0.9772498681.

Show the working
  1. Φ(2) = 0.9772498681

z-score for a probability

Enter a probability and say which area it is.

About probabilityThe area under the curve, as a decimal or percentage.
About which areaWhich area the probability describes.
Result
z-score
1.959963985
Check: P(Z < z)
0.975

The z-score for that probability is 1.959963985.

Show the working
  1. Invert the standard normal CDF: z = 1.959963985

Probability between two z-scores

Enter a left and right z-score.

About left z-scoreThe smaller z.
About right z-scoreThe larger z.
Result
P(-1 < Z < 0)
0.3413447461
Outside
0.6586552539

The probability between z = -1 and z = 0 is 0.3413447461.

Show the working
  1. Φ(0) − Φ(-1) = 0.3413447461

How to use it

Enter a raw score, the mean and the standard deviation. Enter a z-score. Enter a probability and say which area it is. Enter a left and right z-score.

Probabilities can be typed as decimals, fractions or percentages. Show the working gives the formula with your numbers in it.

Key facts

z = (x − μ) ÷ σ

What a z-score says

A z-score says how many standard deviations a value is from the mean: z = 2 is two standard deviations above. For normal data about 95% of z-scores lie between −2 and 2.

Questions

What is the z-score of 5 if the mean is 3 and SD is 2?

1.

What z-score is the 97.5th percentile?

1.959963985.

Formulas

z = (x − μ) ÷ σ

Sources

Limitations

  • Probabilities can be typed as decimals (0.25), fractions (1/4) or percentages (25%).

Formula version 0.1.0Reviewed