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IMAT Research Lab

IMAT 2025 Logical Reasoning Report

We examine the five Logical Reasoning questions in the 2025 IMAT through inference, constraint solving, DOK, cognitive load, estimated time and question-level findings.

Publication date: 10 August 20265 Logical Reasoning questionsQ05-Q09

Executive summary

The Logical Reasoning section consists of 5 questions in the 2025 IMAT exam and represented the test by 8.3%. The average analytical difficulty is 11.60/25, the median difficulty is 11/25 and the average estimated time is 64 seconds.

5

Logical Reasoning question

Q05-Q09

8.3%

share in the test

60 questions

11.60 / 25

average difficulty

Research Lab index

11 / 25

Median difficulty

medium difficulty tape

64 sec

average estimated time

not measured from candidate response times

1 / 3 / 1

low / medium / high

very high no

The center is clear: the difficulty in the section is not from the arithmetic perception; the logical breakthrough came from the constraint management and the obligation to represent the given relations correctly.

Scope, data source and methodology

The analysis covers the five Logical Reasoning questions from Q05 to Q09. Reading Skills questions are excluded from this page and addressed in a separate report.

Each question was coded by main topic, subtopic, format, primary skill, DOK, language load, calculation load, reasoning load, distractor strength, estimated time and final classification.

Methodological boundary

Difficulty scores, distractor strength and estimated times are not official IMAT statistics. They are analytical classifications produced by IMAT Academy Research Lab.

2025 General profile of Logical Reasoning section

Part two short form reasoning questions consist of two longer constraint/relational problem and a representative-conversion question. That’s why the page should not only be “logic questions”; you should read the form inference + qualificationtraint solving + representation conversion profile.

Logical Reasoning load profile
ComponentAverageComments
Reasoning Load3.00 / 5Removes 4/5 levels in Q07 and Q08; the main load is restricted management.
Distractor Strength2.80 / 5False options are often installed on a single rule breach or invalid interest.
Calculation Load1.20 / 5Only on the top of the Q09 baseline; the section is not arithmetic.
Language LoadQ07-Q08: 3 / 5Not long pass; it comes from right-sol, exclusion and reference tracking.

Difficulty band distribution

Low1 - 20%
Medium3 - 60%
High1 - 20%
Very High0 - 0%

Subject architecture and load density

Formal Logic is the most commonly represented area with two questions. Relational Logic is located in Constraint Satisfaction and Quantitative Reasoning. The averages of these single question clusters are not like the natural difficulty of the topic; it should be read as the load of the respective 2025 item.

Main topic distribution

Formal Logic2 - 40%
Relational Logic1 - 20%
Constraint Satisfaction1 - 20%
Quantitative Reasoning1 - 20%
Logical Reasoning topic distribution
Main topicItemShareAvg. difficultyAvg. timeDOK profile
Formal Logic240.0%9.5045 sec2 DOK2 / 0 DOK3
Relational Logic120.0%15.0090 sec0 DOK2 / 1 DOK3
Constraint Satisfaction120.0%14.0085 sec0 DOK2 / 1 DOK3
Quantitative Reasoning120.0%10.0055 sec1 DOK2 / 0 DOK3

Challenge distribution and question-based profile

Q07 is the only High question of the section with 15/25. In the upper limit of the Medium band with Q08 14/25, Q06 11/25, Q09 10/25 and Q05 8/25 level.

Logical Reasoning question-level difficulty
ItemNewsSubtopicDifficultyBandDOKEstimated time
Q07Relational LogicSquare-table seating arrangement15 / 25HighDOK 390 sec
Q08Constraint SatisfactionAssignment and derangement14 / 25MediumDOK 385 sec
Q06Formal LogicConditional reasoning11 / 25MediumDOK 250 sec
Q09Quantitative ReasoningTime and angular rotation10 / 25MediumDOK 255 sec
Q05Formal LogicExistential inference8 / 25LowDOK 240 sec

Knowledge depth and measured skills

Q05, Q06 and Q09 DOK 2; Q07 and Q08 DOK 3. Formal Logic appears as an open skill, but the most severe analytical demand occurs during the implementation of logic rules in restricted problem environments.

Logical Reasoning DOK distribution
DOKNumber of questionsMeaning
DOK 23Q05, Q06 and Q09: standard extraction or routine representation conversion
DOK 32Q07 and Q08: protection of multiple restricted simultaneously
DOK 40No
Logical Reasoning skill distribution
SkillNumber of questionsTags
Problem Solving3Q07, Q08, Q09
Deduction2Q05, Q06

Questions formats and solution modes

Scenario-Based format used in Q07 and Q08. Q05 Direct Proposition, Q06 Argument Analysis, Q09 is a Daily-Life Problem format. Part three solution modes would like: form inference, constraint/relational modelling and leadership conversion.

Primary format distribution

Scenario-Based2 - 40%
Direct Proposition1 - 20%
Argument Analysis1 - 20%
Daily-Life Problem1 - 20%

Prompt, calculation and time profile

Average estimated time 64 seconds, median is 55 seconds. For Q07 90, 85 seconds were estimated for Q08. Q09 55, Q06 50, Q05 is 40 seconds level.

Q05-Q09 estimated time profile

Q07 · Relational Logic90 sec
Q08 · Constraint Satisfaction85 sec
Q09 · Quantitative Reasoning55 sec
Q06 · Formal Logic50 sec
Q05 · Formal Logic40 sec

The calculation is minimal. Only Q09 goes on the baseline in terms of load. In Q07 and Q08, reasoning load is 4/5 level, meaning the time pressure comes from the calculation and restricted management.

Distractor architecture

Distractor analysis quantifier mixed, invalid converse/inverse, incomplete constraintcheck, constraint omission and fraction-to-time conversion error are made via structural error paths.

These labels are not measured student error frequency. Student option-selection data explains only the logical structure of wrong options because there is no available.

Detailed review based on thread sets

Q05 on Formal Logic side is availableintial inference, Q06 conditional reasoning structure. The scope of quantitativeities such as “some, all, none, at one” in Q05 is determined invalid converse/inverse separation with valid implication.

The Q07 and Q08 section are the main materials. In two questions, the candidate can not only accept that one option provides most conditions. Each restriction must be individually controlled.

Q09 is the daily life problem that translates the return of the min. Here is not advanced math, cut → minutes → time conversion to clean stages.

Item-level analysis of five problems

Q07

Square-table seating arrangement

Difficulty 15/25DOK 390 sec

Right-sol relations around the square table should be activated simultaneously. If the candidate is connected early to a single possible settlement, or if a condition is missing, he can read the mandatory relationship wrong.

Dominant distractor: Incomplete constraint checking

Q08

Assignment and derangement

Difficulty 14/25DOK 385 sec

The three-color pill is evaluated together with the rule of not to put the same color box. Each possible assignment for secure solution should be tested under all limitations.

Dominant distractor: Constraint omission

Q06

Conditional reasoning

Difficulty 11/25DOK 250 sec

Conditionally recommended structure modes read with tollens logic. Basic risk is to accept converse or inverse direction rather than valid interest.

Dominant distractor: Invalid converse or inverse

Q09

Time and angular rotation

Difficulty 10/25DOK 255 sec

The 1,75 rounds of the minute, then surrounded by time. The challenge comes from advanced math, not from the two clean steps of the representation conversion.

Dominant distractor: Fraction-to-time conversion error

Q05

Existential inference

Difficulty 8/25DOK 240 sec

The presence of a single right example supports a ‘less’ result; but not universal results. This question measures the scope of quantitatively and directly.

Dominant distractor: Quantifier confusion

Q07 transparency note

Q07 Medium Coding was preserved with Confidence Tags

The Coding Confidence value of Q07 in the source report is given as Medium. The second control reduced the Q07 difficulty score once the solution confirmed that it can be solved without requiring full exhaustive search.

This note was not kept silently. The values on the page are the result of internal analytical QA; they are not offered as an independent inter-rater work.

2025 How did Logical Reasoning Part?

2025 Logical Reasoning has been a part that measures the systematic problem-solving discipline with its short form of interest questions; limited and relationshipal editing questions.

The general selectiveness of the department comes from calculation density, not from rule integrity. It takes the scope of a quantitative to wrong options that can not protect the current direction of conditional proposal or all of the settlement constraints.

Data-based interests for 2026 candidates

  • Modes should be divided into ponens, modes tollens, converse and inverse structures.
  • The evidence power of quantitatives such as “at least one”, “her”, “no” and “some”.
  • Seating and related problems should be represented by short drawing or table.
  • Options in partial problems should be tested according to all rules, not according to most conditions.
  • Permitted/prohibitedwork tables provide quick screening in small search areas.
  • Quantitative conversion questions should be divided into open stages.

These interests are based on 2025 profiles; it should not be read as subject or question type guarantee for the future IMAT.

Limitations

  • Analytical Difficulty is not the official IMAT metric.
  • Estimated time values are analyst estimates; there is no time to browse.
  • Student-response data and option-selection distribution are not available.
  • Distractor strength is not verified by real student behavior.
  • Five question sample is small; the average of three subjects is based on one question.
  • Q07 Medium Coding carries Confidence and score in second control is a reduced.
  • Two pass QA is not independent inter-rater reliability study.
  • Full copyrights have not been published.

Technical attachment: Q05-Q09 coding index

2025 IMAT Logical Reasoning technical index
QMain topicSubtopicFormatPrimary skillDOKDifficultyTimeConverted
Q05Formal LogicExistential inferenceDirect PropositionDeductionDOK 2840 secQuantifier confusion
Q06Formal LogicConditional reasoningArgument AnalysisDeductionDOK 21150 secInvalid converse or inverse
Q07Relational LogicSquare-table seating arrangementScenario-BasedProblem SolvingDOK 31590 secIncomplete constraint checking
Q08Constraint SatisfactionAssignment and derangementScenario-BasedProblem SolvingDOK 31485 secConstraint omission
Q09Quantitative ReasoningTime and angular rotationDaily-Life ProblemProblem SolvingDOK 21055 secFraction-to-time conversion error

Citation and Related Reports

IMAT Academy Research Lab. IMAT 2025 Logical Reasoning Report: difficulty, DOK, constraint management and item-level analysis. Publication date: 10 August 2026. IMAT Academy

PDF status: There is currently no download link because there is no public PDF file integrated into the website.