Matrix Reasoning Test

Scores

Aptitude Test Scores: Percentiles and Pass Marks

A raw mark is only the start. Learn how aptitude results become percentiles or bands, why the comparison group matters and why there is no universal pass score.

The short answer

An aptitude score only makes sense in context

Two people can answer the same percentage correctly and receive different interpretations if they took different tests or were compared with different groups. Test length, difficulty, time limits and the selected norm group all shape the reported result.

This is why a universal aptitude-test pass mark is misleading. The useful questions are which test you took, how it was scored, who you were compared with and what threshold the employer applies.

Score language

Raw scores, percentiles and bands

Raw score
The number of questions answered correctly, sometimes adjusted if the test uses negative marking.
Accuracy
The share of attempted questions answered correctly. It does not show how many questions were left unanswered.
Percentile
The percentage of people in the selected comparison group whose score you exceeded.
Norm group
The comparison population used to interpret the result, such as graduates or applicants for a particular role family.
Performance band
A category such as below average, average or above average derived from the provider's scoring model.

Example

Percentage correct is not the same as percentile

Suppose you answer 18 of 24 questions correctly. Your raw score is 18 and your percentage correct is 75%. That result might convert to a high percentile on a difficult test or a lower percentile on an easier one. The percentile can only be calculated from the provider's comparison data.

Practice sites normally do not have the employer's proprietary norm group. Treat a practice percentage as a progress measure, not a prediction of the percentile or hiring result you will receive.

Improve the result

Read accuracy and pace together

Record correct, incorrect and unanswered questions. Then review the cause of each loss: misunderstood format, wrong method, careless execution or poor time allocation. A higher raw score can come from better accuracy, better pacing or both.

For the visual part of an assessment, the existing matrix reasoning score guide explains how the same principles apply to matrix tests and why an online practice result is not an IQ score.

Visual aptitude practice

Practise abstract and matrix reasoning free

MatrixReasoningTest.com specialises in visual aptitude questions: abstract, non-verbal, inductive and matrix reasoning. Start with an untimed test, then review the full explanation after every answer.

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FAQ

Common questions

What is a good aptitude test score?
A good score is one that meets the requirement for the specific role and comparison group. Because providers and employers use different tests and thresholds, there is no honest universal percentage that counts as good.
What does the 80th percentile mean?
It means your result was higher than 80 percent of the people in the norm group used for that report. It does not mean you answered 80 percent of the questions correctly.
Do employers use a fixed pass mark?
Some use a threshold, while others combine the result with interviews, experience and other assessments. The employer's threshold may also vary by role and candidate pool.
Can I convert an aptitude score into IQ?
No. A short employment test does not supply the supervised conditions, full ability coverage and published norms needed for a valid IQ result.
Why is my practice score different each time?
Question difficulty, test length, time pressure and your familiarity with the material can all change the result. Compare like with like and use several fresh attempts before treating a trend as meaningful.

Last verified 4 September 2026. What that means.

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