PrepClubs ResearchReport 2026-01Edition 3Published

How much of a timed aptitude test is never answered

Candidates on a speeded aptitude test do not ration their time across the paper. They answer the opening almost completely, then abandon the end, on tests where a wrong answer costs nothing at all. This report measures how much is abandoned, where, and what it is worth.

Sample 727 re-graded practice attempts from 575 distinct candidates, across nine forms: 533 attempts on speeded forms and 184 on forms with a generous clock.

1Finding

57.4%

of the final fifth of a speeded aptitude test is left unanswered

Against 12.1% on forms with a generous clock. 61.2% among the 488 attempts that ran the clock down to 90% or more.

The shortfall is not spread across the paper. In the opening fifth, 0.2% of items go unanswered. By the fourth fifth it is 31.9%, and in the closing fifth it is 57.4%. The curve is not a decline, it is a cliff, and it arrives in the same place on every speeded form measured.

None of these tests penalises a wrong answer. That is what makes the number a finding rather than a description. An unanswered question is the only response on the paper that is guaranteed to score nothing. Every other response, including one chosen at random with two seconds left, has positive expected value.

2Where the paper is abandoned

Each attempt is divided into fifths by item position and the share of items left blank is counted in each. The two lines in Figure 1 differ in one respect only: how many seconds the form allows per question.

Unanswered questions on timed aptitude tests, by position in the paper. On speeded forms (CCAT, Wonderlic, PI Cognitive, Cubiks Logiks) the share left blank rises from 0.2% in the opening fifth to 57.4% in the closing fifth. On generous-clock forms it rises only from 0% to 12.1%.
Figure 1. The gap between the two lines is the clock. Both groups face multiple-choice reasoning items with no penalty for a wrong answer. Vector copy
Table 1. Share of items left unanswered, by fifth of the paper
GroupAttempts1st2nd3rd4th5th
Speeded forms5330.2%0.8%9.5%31.9%57.4%
Generous clock1840%0.5%3%6.3%12.1%
PI Cognitive2150.3%0.7%7.9%29%55.8%
CCAT1890%0.2%7.8%34.1%60.6%
Cubiks Logiks760.3%2.4%16.4%35.1%55.3%
Wonderlic530%1.3%11.5%30.8%56.2%

Speeded forms allow under 30 seconds a question. Generous-clock forms allow 33 seconds or more.

3Which tests, and why the clock is the variable

Subject matter barely moves this number. Verbal, numerical, abstract and mechanical forms all appear on both sides of the divide. Seconds allowed per question moves it.

Share of questions left unanswered on each aptitude test, ranked. Cubiks Logiks 21.9%, CCAT 20.6%, Wonderlic 20%, PI Cognitive 18.7%, IBEW aptitude 7.6%, EIAT 2.7%, Watson-Glaser 0.4% and McQuaig 0.2%.
Figure 2. Ordered by how much of the paper never gets an answer. The four forms at the top allow under twenty seconds a question. Vector copy

McQuaig is the case worth sitting with. It allows 18 seconds a question, the same as the CCAT, and runs at 0.2% blank against the CCAT’s 20.6%. The difference is not the clock in the abstract but the clock relative to the work each item demands: McQuaig items are quick word and number association, CCAT items are multi-step reasoning. What binds is seconds per unit of work, and most candidates never establish which kind of paper they are sitting until it is too late to change how they pace it.

Table 2. Every form with at least fifteen analysed attempts
FormAttemptsItemsSeconds eachLeft blank
Cubiks Logiks76501421.9%
CCAT189501820.6%
Wonderlic53501420%
PI Cognitive215501418.7%
IBEW aptitude6169847.6%
Ramsay Mechanical1736334.9%
EIAT2990602.7%
Watson-Glaser4140450.4%
McQuaig2550180.2%

4What an unanswered question is worth

A guess on a four-option item is worth a quarter of a mark and a guess on a five-option item a fifth. Our forms mix both, so the value of one blank is measured rather than assumed: across the speeded forms it averages 0.2 of a mark.

Table 3. Marks forfeited by leaving items blank, per attempt
FormMean scoreMarks forfeitedAs a share of score
Cubiks Logiks32.22.78%
CCAT282.17%
Wonderlic27.227%
PI Cognitive28.31.97%

Marks forfeited is the expected value of the blanks actually left, not a theoretical maximum.

The practical instruction that follows is narrow and easy to execute: stop working with about thirty seconds left and put an answer on everything you have not reached. On a fifty-question form that is worth roughly two marks, which is 8% of a typical Cubiks score and 7% of a typical CCAT score, for no additional preparation and no risk.

Appendix tool

Enter the number of items you left blank on your own attempt to see what it was worth at the measured per-item value for that form.

What were your blanks worth?

Guessing them was worth about 1.8 marks, or 6% on a typical 28.3 score for this test.

At the measured average of 0.2 marks per blank on our PI Cognitive set, where items carry four or five options. None of these tests penalise a wrong answer.

5What this does not show

  • It is not causal. The speeded and generous groups are different tests sat by different people. The clock is the obvious difference and the only one we can point to, but it is not a randomised comparison.
  • It does not price a guess against an employer’s cut score. Marks forfeited are raw marks on our own forms. Whether two marks changes an outcome depends on a scaled score and a threshold neither we nor the candidate can see.
  • It does not apply to negatively marked tests. Every form here scores a wrong answer as zero rather than as a deduction. A test with a penalty inverts the advice entirely.
  • These are practice attempts. They were sat on PrepClubs forms written to each test’s published format, not on the publishers’ own instruments, and sat with the stakes of practice rather than of a job application.

6Sample, filters and discards

Every discard is published. The large one is the re-grade: banks were edited after launch, so an attempt whose stored score no longer matches the form on disk cannot be scored honestly and is dropped.

Attempts on record1,473
Discarded: re-grade disagreed with the stored score556
Discarded: no answers recorded26
Discarded: used under half the allowed clock164
Analysed727
Distinct candidates behind those attempts575

Candidates who failed to finish were not excluded. Not finishing is the measurement. Filtering on it would be selecting on the outcome being reported, which is the error this report exists to avoid.

The clock filter is half, not ninety percent. A 90% threshold selects for time pressure, so it would thin the generous-clock comparison group of exactly the people who found the paper easy and handed in early. At half the clock the comparison is fair and the result still holds: 57.4% against 12.1%. As a robustness check, among the 488 attempts that ran the clock down to 90% or more the final fifth runs at 61.2%.

Table 4. Edition history
EditionDateAnalysedFinal fifthWhat changed
12026-09-2085859%Before the half-clock filter, and with a control group the filter had biased.
22026-09-2169758.4%Half-clock filter added, control group rebuilt, 90% demoted to a robustness check.
32026-09-2372757.4%Rebuilt on the shared corpus module with two further weeks of attempts.

7The forms this report is computed from

Each form is a PrepClubs practice paper written to that test's published format and item mix. The pages below cover the format itself, and each carries a free practice paper.

8Common questions

Should you guess on an aptitude test?
On every form measured here, yes. None of the CCAT, Wonderlic, PI Cognitive, Cubiks Logiks, Watson-Glaser, IBEW, EIAT, McQuaig or Ramsay forms deducts marks for a wrong answer, so an unanswered question scores zero with certainty while a guess scores about a fifth of a mark on average. Where a test does apply a negative marking scheme, and a small number of public-sector and professional exams still do, this finding does not transfer.
How many questions do people actually finish on the CCAT?
Across 189 analysed CCAT attempts, 20.6% of all items were left blank, and in the final fifth of the paper that rises to 60.6%. Candidates are not spreading the shortfall across the paper. They answer the opening almost completely and then stop.
When in the test should you start guessing?
The abandonment curve turns sharply in the fourth fifth, so the practical cut is with roughly thirty seconds left, before the fifth begins to run away. Filling ten blanks at the measured average value adds about two marks on a fifty-question form, which is around 7% of a typical score.
Does this mean people run out of time because the questions get harder?
Partly, and that is measured separately in Report 2026-03. Three of the six forms with enough attempts do escalate in difficulty. But difficulty cannot be the whole story here, because the generous-clock forms leave only 12.1% of the final fifth blank while covering the same kinds of reasoning. The clock is the variable that moves this number.

Suggested citation

“On speeded aptitude tests, 57.4% of the questions in the final fifth of the paper are never answered, against 12.1% on tests with a generous clock. None of these tests penalises a wrong answer. PrepClubs Research, Report 2026-01, edition 3, n=533.”

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Reproduce any figure or table with attribution to PrepClubs Research and a link to this page. The underlying per-question records are not published: joined to an attempt they are re-identifiable at this sample size.

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