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📊 Math & Statistics

100 Against 150 Is a 33% Error, and 150 Against 100 Is a 50% One

Same two numbers, same gap of 50. The answer depends entirely on which one you divide by — which is why the choice has to be justified.

Percentage error

divided by the reference

Percentage difference

divided by the mean

Absolute error

Within tolerance?

Every way of expressing the same gap

Swapping the two values

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How the calculation works

100 and 150 — one gap, three answers divide by 150 33.33% divide by 125 40.00% the mean divide by 100 50.00% The gap is always 50. Only the denominator changed, and only you can justify which one.

How to Use This Tool

Enter a measurement and the value you are comparing it against. Both percentage error and percentage difference are shown, because choosing between them is the actual decision.

The two formulas

  • Percentage error = |measured − true| ÷ |true| × 100. Use it when one value is genuinely authoritative — a specification, a calibrated standard, an accepted physical constant, a known quantity.
  • Percentage difference = |a − b| ÷ ((a + b) ÷ 2) × 100. Use it when neither value has a stronger claim, such as two instruments measuring the same thing.

For 105 against 100 they give 5.00% and 4.88% — close enough that the distinction looks pedantic. It stops looking pedantic as the gap grows.

Percentage error is not symmetric

Compare 100 and 150. If 150 is the reference, the error is 33.33%. If 100 is the reference, the error is 50.00%. The absolute gap is 50 in both cases; only the denominator changed.

This is the same asymmetry that makes percentage change confusing: going up from 100 to 150 is +50%, and coming back down is −33.3%. Nothing has gone wrong, and reporting one figure without saying what it was divided by is a real ambiguity rather than a rounding detail.

Percentage difference is symmetric — 40.00% whichever way round you write it — which is exactly why it exists.

Absolute error of 0.5, against a shrinking reference true 100 0.5% true 10 5% true 1 50% Same instrument, same error. Percentage error is meaningless near zero.
Which is why tolerances on small quantities are usually quoted in absolute units.

When percentage error breaks down

Two cases where the number stops meaning anything:

  • The reference is zero, and the calculation is undefined. There is no percentage version of "the true value was zero and I measured 0.3".
  • The reference is near zero, where the percentage explodes without the measurement getting any worse. An instrument accurate to ±0.5 units is 0.5% wrong at 100 and 50% wrong at 1.

In both cases quote the absolute error instead, which is why specifications for small quantities are written as "±0.5 mg" rather than as a percentage. Many instrument specifications combine the two: ±(0.5% of reading + 2 digits), precisely to cover the low end.

Accuracy, precision and significant figures

Accuracy is how close a measurement is to the true value, and it is what this page computes. Precision is how close repeated measurements are to each other, which needs several readings and a standard deviation — a measurement can be highly precise and consistently wrong.

One more habit worth keeping: a percentage error cannot be more precise than the measurements it came from. If both values are given to three significant figures, quoting an error to five decimal places invents certainty that is not there.

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Frequently Asked Questions

How do you calculate percentage error?
Take the absolute difference between the measured and true values, divide by the absolute true value, and multiply by 100. For 105 measured against 100 true, that is 5.00%.
What is the difference between percentage error and percentage difference?
The denominator. Percentage error divides by the reference value and requires one value to be authoritative. Percentage difference divides by the mean of the two and is used when neither has a stronger claim — it is also symmetric, where percentage error is not.
Why does swapping the values change the percentage error?
Because it changes what you divide by. 100 against a reference of 150 is 33.33%; 150 against a reference of 100 is 50.00%. The gap is 50 either way — only the denominator moved, which is why the reference has to be stated.
Can percentage error be more than 100%?
Yes, whenever the measurement is more than double the reference — measuring 250 against a true value of 100 is a 150% error. It is also common when the reference is small, which is usually a sign that a percentage is the wrong way to express it.
What if the true value is zero?
Percentage error is undefined, because you cannot divide by zero, and it is meaningless near zero too — an instrument accurate to ±0.5 units is 0.5% wrong at 100 and 50% wrong at 1. Quote the absolute error instead.
Is accuracy the same as precision?
No. Accuracy is closeness to the true value, which is what this calculates. Precision is how closely repeated measurements agree with each other, and needs several readings. A measurement can be very precise and consistently wrong.

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