Format guide · Updated October 2026

Numerical Reasoning Test Formats: What You Will See and How to Read It

A numerical test mixes a data source with a question style. Knowing the combinations ahead of time makes the first minute of each item much calmer.

The short answer

Numerical reasoning items present data in a table, chart or graph and ask for a calculation or a judgement about a statement. Providers differ in layout, time limits, calculator rules and scoring, so read your own instructions, but the underlying skills of reading data and computing percentages, ratios and changes are the same.

Two things vary: the data and the question

Data sourceWhat to watchTypical trap
TableUnits, column headings and totals rowsMixing thousands and millions, or using the wrong year
Bar or column chartThe axis start point and the legendReading a stacked bar as if each segment started at zero
Line graphScale on each axis and any dual axesJudging change by slope rather than by actual values
Pie chartWhether labels are shares or amountsTreating percentages from different totals as comparable
Mixed (table plus text)Footnotes and definitionsIgnoring a note that changes the currency or the period

The question side is equally varied. Multiple-choice items ask for a figure. True / false / cannot say items give a statement about the data and ask whether the figures support it. Some tests also show the data once and ask a series of questions about it.

Multiple choice versus true / false / cannot say

In multiple choice, you can usually estimate and remove two options by magnitude before doing exact arithmetic. In true / false / cannot say, the discipline is the same as in verbal reasoning: only the data counts. A statement about a reason, a forecast or a cause is nearly always Cannot say, because tables report what happened, not why.

See the guide on true, false and cannot say for the logic behind that third answer.

Fixed-length, timed and adaptive tests

Some tests present a fixed list of questions against one overall clock. Others set a time per question, and some adjust difficulty depending on your answers, which is called adaptive testing. In an adaptive test, the next question depends on how you did on earlier ones, so spending a long time on a single item may be a worse trade than in a fixed test. Calculator rules also differ: some tests supply an on-screen calculator, some allow your own, and some do not mention it. The invitation or instructions screen is the place to confirm this. This guide does not state any particular time or number of questions, because they vary.

A worked data-interpretation example

A fictional bicycle maker reports units sold, in thousands, by quarter:

Product lineQ1Q2Q3Q4
Road bikes420465510480
Mountain bikes380350395440
E-bikes150210260330
Total950102511651250
1. What was the total number of units sold in Q3, in thousands?
  • 1,105
  • 1,165
  • 1,185
  • 1,250
Answer: 1,165
Add the three Q3 figures: 510 + 395 + 260 = 1,165. This agrees with the Total row in the table, which is a useful cross-check.
2. By what percentage did E-bike sales grow from Q1 to Q4?
  • 60%
  • 90%
  • 120%
  • 180%
Answer: 120%
Increase = 330 − 150 = 180. Percentage growth = 180 ÷ 150 × 100 = 120%. The option 180% confuses the size of the increase (180 thousand) with the percentage.
3. In Q2, Road bikes were what percentage of total units, to the nearest whole percent?
  • 41%
  • 45%
  • 48%
  • 55%
Answer: 45%
Q2 total = 465 + 350 + 210 = 1,025. Share = 465 ÷ 1,025 = 0.4537, which is about 45%.
4. Statement: "E-bikes sold more units than Mountain bikes in Q4." True, False or Cannot say?
  • True
  • False
  • Cannot say
Answer: False
Q4 E-bikes were 330 and Mountain bikes were 440. The data answers the question directly, so the statement is False, not Cannot say.
5. Statement: "Road bike sales rose from Q1 to Q3 because of a marketing campaign." True, False or Cannot say?
  • True
  • False
  • Cannot say
Answer: Cannot say
The table does support the rise (420, 465, 510), but it only reports what was sold. It says nothing about why, so the cause cannot be confirmed or ruled out. Contrast item 4, where the figures settle the question either way.

Approach for any numerical item

1
Identify the unit and period
Thousands, millions, per cent or index. Note the time frame.
2
Restate the question in one line
For example, "share of Q2 total for Road bikes".
3
Pick the minimal data you need
Most items use two to four figures from a larger table.
4
Estimate first
A rough calculation tells you which options are impossible.
5
Compute and sanity-check
Compare with the totals row, or check that a percentage lies between 0 and 100 when it should.

Practising with ReasonEra

For numerical reasoning, screenshot a practice table or chart, upload it, and use "Tutor Explanation" to see which figures were chosen and how the calculation proceeds. If you got it wrong, look for whether the slip was in reading the data or in the arithmetic, since the fixes differ.

The free numerical reasoning practice test gives ten original timed items with explanations. A free account has 3 trials, and the 14-Day Pass costs 49 € for unlimited use for 14 days.

Practise on ReasonEra

Preparation, not substitution

ReasonEra is designed for practice and learning, but the rules of a graded test come from the employer, not from us, so treat it as practice and not as a way around the test.

Frequently Asked Questions

What types of questions are in a numerical reasoning test?

Most use tables, charts or graphs and ask for percentages, ratios, totals or changes, either as multiple choice or as true, false and cannot say statements. The exact mix depends on the publisher.

Are numerical reasoning tests adaptive?

Some are, and some use a fixed set of questions. The instructions for your test should say which type you have.

Can I use a calculator in a numerical reasoning test?

It depends on the test, as some provide an on-screen calculator and others set different rules. Check the instructions before you start.

What maths do numerical reasoning tests need?

Mostly percentages, percentage change, ratios, averages and unit conversions, which are usually school-level. The challenge is doing them quickly while reading data correctly.

How do I practise numerical reasoning?

Work timed sets from tables and charts, then review whether each error came from misreading data or from arithmetic. The free numerical practice test and ReasonEra's explanations support this.

Related guides

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Notes. The guide summarises widely published practice, so your own invitation takes priority. We fix mistakes quickly when they are sent to info@reasonera.com.