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Z-Score Calculator

How many standard deviations a value sits from the mean, and the percentile that puts it at.

Set up the calculation

What you get

Z-score -
Percentile -
Area to the left -

This updates immediately as you edit any of the three fields above.

Worked example

A z-score is how many standard deviations a value sits from the mean: z = (x − μ) ÷ σ. For the default scenario, a score of 85 with a class mean of 75 and an SD of 8: z = (85 − 75) ÷ 8 = 1.25, which lands at roughly the 89th percentile.

z = 0 is the mean. Positive z sits above it, negative below.

Common z-score thresholds

These come from the same cumulative-normal calculation running the panel above, at a handful of values worth memorizing:

Z-scorePercentile
−22.28th
−115.87th
050th
184.13th
1.64595th
297.72nd

The 1.645 row is why 95% one-tailed thresholds and 90% two-tailed confidence levels use the same number; see the confidence interval calculator for that connection worked through, or the normal distribution calculator for both-tail probabilities in one view.

Z-scores are also how test results from different scales get compared honestly. A score of 85 on one exam and 640 on another are meaningless side by side until you convert both to standard deviations from their own mean; whichever z-score is larger represents the stronger relative performance, regardless of how different the original point scales were.

Good to know

FAQs

How is this different from the normal distribution calculator?

Same underlying math, different framing. This page solves for a single z-score and its percentile from a value, mean, and SD. The normal distribution calculator reports both P(X less than x) and P(X greater than x) as separate two-tailed figures. Use whichever output shape your worksheet or write-up actually asks for.

Can z be negative, and what does that mean?

Yes. A negative z-score just means the value sits below the mean rather than above it; the size of the number still tells you how many standard deviations away it is, the sign only tells you which direction.

Is a z-score of 3 actually unusual?

Very. A z of 3 lands at roughly the 99.87th percentile, meaning fewer than 2 in 1,000 values would be expected to sit that far above the mean in a genuinely normal distribution. Most fields treat |z| above 2 as worth a second look and above 3 as a likely outlier.

What happens if I enter a negative standard deviation?

The calculator only blocks an SD of exactly zero; it does not check for a negative one. A negative SD is not meaningful (standard deviation can't be less than zero), and entering one will flip the sign of your z-score silently rather than showing an error. Always enter SD as a positive number.