Z-Score Calculator

Standardize raw scores, read percentiles and probabilities off the bell curve, and look up z critical values.

How to use the z-score calculator

  1. Pick a mode. Raw score → z standardizes a measurement; z → Probability reads areas off the bell curve; Area → z* looks up critical values.
  2. Enter your numbers. For a raw score you need the value x, the mean μ, and the standard deviation σ (which must be positive).
  3. Press Calculate. You get the answer, the formula with your values substituted, and a plain-English interpretation.
  4. Read the interpretation. A z of 1.5 means “1.5 standard deviations above the mean — about the 93rd percentile.”

Frequently asked questions

What is a z-score?

A z-score tells you how many standard deviations a value is from the mean: z = (x − μ) / σ. A z-score of 1.5 means the value sits 1.5 standard deviations above the mean.

How do you convert a z-score to a percentile?

The percentile is the area under the standard normal curve to the left of z, times 100. This calculator computes it for you: a z-score of 1.5 is about the 93rd percentile.

What is a z critical value?

The z critical value is the z-score that marks off a chosen area in the tails of the normal curve. For a 95% confidence level it is 1.96, and for 99% it is 2.576.

When do you use z instead of t?

Use z when the population standard deviation is known or the sample is large (n ≥ 30). Otherwise the t-distribution accounts for the extra uncertainty of estimating the standard deviation from the sample.

Can a z-score be negative?

Yes. A negative z-score simply means the value is below the mean — for example, z = −1 means one standard deviation below the mean, about the 16th percentile.

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