Last updated: June 06, 2026
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Percent Error Calculator

Find how far a measurement deviates from the true value as a percentage. Works for any experiment, lab result, or real-world measurement.

Alpha Calculators Team

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Alpha Calculators Team

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Percent Error Calculator

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Overview

Calculator overview

This calculator finds the percent error (also called relative error) between a measured value and the accepted true value. It tells you how accurate your measurement was — the smaller the percent error, the closer you were to the real value. The result is always non-negative because the formula uses the absolute difference.

Scientist adjusting measurement equipment in a lab to compare observed and true values

How to Use This Calculator

  1. 1

    Enter the true (accepted) value — the theoretical or reference value you are comparing against.

  2. 2

    Enter the observed (measured) value — the result you actually got.

  3. 3

    Read the percent error and the absolute error below.

  4. 4

    The Direction field tells you whether your measurement was an overestimate or underestimate.

What Is Percent Error?

Percent error is the relative difference between a measured value and the known true value, expressed as a percentage of the true value. A percent error of 0% means your measurement was perfect; a percent error of 10% means you were off by 10% of the true value.

Example: you estimate the width of a room to be 4.8 m, but the actual width is 5.0 m. The percent error is |4.8 − 5.0| / 5.0 × 100 = 0.2 / 5.0 × 100 = 4%. You underestimated by 4%.

Percent error is always expressed as a non-negative number. The direction of the error (overestimate or underestimate) is shown separately by the sign of (observed − true).

Percent Error Formula

The formula divides the absolute difference by the absolute true value, then multiplies by 100 to convert to a percentage.

% error = |OV − TV| / |TV| × 100

where OV = observed value and TV = true value

Worked Example: Speed of Sound

The true speed of sound in air at 20 °C is 343 m/s. In an experiment, you measure 329 m/s.

Step 1 — absolute error: |329 − 343| = 14 m/s

Step 2 — divide by the true value: 14 / 343 ≈ 0.04082

Step 3 — convert to percentage: 0.04082 × 100 ≈ 4.082%

The percent error is 4.082%. Because 329 < 343, this is an underestimate — the measured speed was too low.

Worked Example: Gravitational Acceleration

The accepted value of gravitational acceleration is 9.80665 m/s². A pendulum experiment gives 9.5 m/s².

Step 1 — absolute error: |9.5 − 9.80665| ≈ 0.30665

Step 2 — divide: 0.30665 / 9.80665 ≈ 0.03127

Step 3 — percentage: 0.03127 × 100 ≈ 3.127%

This is a reasonable result for a simple pendulum lab. Typical sources of error include measuring the string length incorrectly or timing fewer than 20 swings.

Percent Error vs. Related Concepts

Concept Reference point Signed? Typical use
Percent error Known true value No (always positive) Comparing a measurement to a theoretical value
Percent difference Average of both values No (always positive) Comparing two values with no known reference
Percent change Starting value (V1) Yes (positive or negative) Showing growth or decline over time
Standard error Sample statistics No Describing how well a sample represents a population

Common Sources of Percent Error

Instrument calibration: a scale that reads 2 g too high on every measurement introduces systematic error. The percent error depends on the true value — a 2 g offset on a 10 g sample is a 20% error; on a 200 g sample it is just 1%.

Human error: reading a graduated cylinder from the wrong angle (parallax error), rounding measurements too aggressively, or stopping a timer late all inflate the percent error.

Environmental factors: temperature changes, air currents near a balance, or vibrations in the lab can all shift observed values away from the true value.

To reduce percent error, repeat the measurement multiple times and average the results, use better-calibrated instruments, and control environmental conditions as much as possible.

The percent error calculator computes the relative difference between a measured value and the accepted true value. Enter the true value and your observed measurement to get the percent error instantly.

FAQ

Frequently asked questions

What is the percent error formula?
% error = |observed − true| / |true| × 100. The absolute value in the numerator means the result is always non-negative. For example, if the true value is 100 and you measured 96, the percent error is |96 − 100| / 100 × 100 = 4%.
What is the percent error if the true value is 343 and observed is 329?
About 4.082%. Step 1 — absolute error: |329 − 343| = 14. Step 2 — divide: 14 / 343 ≈ 0.04082. Step 3 — multiply: 0.04082 × 100 ≈ 4.082%. This matches the classic speed-of-sound example.
What is the percent error if the actual value is 50 and the measured value is 45?
10%. |45 − 50| / 50 × 100 = 5 / 50 × 100 = 10%. Since the observed value is below the true value, this is an underestimate.
What is the percent error if you measured 97 instead of 100?
3%. |97 − 100| / 100 × 100 = 3 / 100 × 100 = 3%. The measurement is 3% below the true value.
Is percent error always positive?
Yes, by convention. The absolute value in the numerator removes the sign, so the result is always zero or positive. If you need the direction (over- or underestimate), look at the sign of (observed − true).
What percent error is acceptable in chemistry?
In most general chemistry labs, 5% or less is considered acceptable. Analytical chemistry tolerates 1–2%, while rough engineering estimates may allow 10% or more. The acceptable threshold depends on the precision required for the experiment.
Can percent error be greater than 100%?
Yes. If the observed value deviates from the true value by more than the true value itself — for example, true = 10, observed = 25 — the percent error is |25 − 10| / 10 × 100 = 150%. This often signals a major procedural error.
What is the difference between percent error and percent difference?
Percent error compares an observed value to a known true value — the true value is the reference. Percent difference has no known reference, so it uses the average of the two values instead, and the result is always symmetric.
What causes a high percent error?
Common causes include faulty equipment (a miscalibrated scale), procedural errors (reading a meniscus at the wrong angle), systematic bias (a thermometer that always reads 2°C too high), or poor technique (air currents affecting a sensitive balance).
What is the percent error if the true value is 9.8 and measured is 9.5?
About 3.061%. |9.5 − 9.8| / 9.8 × 100 = 0.3 / 9.8 × 100 ≈ 3.061%. This is a typical result in a free-fall acceleration experiment.