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Vipra Shrivastava
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Updated on Nov 30, 2025 14:24 IST
CAT Normalization Process involves scaling of raw CAT score to arrive at CAT percentile. CAT normalization process is adopted for assessment of each candidates performance on a common scale. By doing this, the examination authority ensures that every candidates is assessed for the CAT exam. Read here to know all about CAT Normalization Process 2024

CAT Normalization Process involves scaling of the raw CAT score to arrive at the CAT percentile. It is an important step in preparation of CAT result. The process is explained by the examination agency every year for transparency. Read here to know all about CAT Normalization Process 2025. 

CAT score normalization

CAT Normalization Process can be referred to as scaling and equating process of exam scores of all candidates across the three slots for percentile calculation. CAT score normalization is done to ensure that all test takers are evaluated on the same scale.

As per the official definition, CAT normalization process"shall adjust for location and scale differences of score distributions across different forms. After normalization across different forms, the scores shall be further normalized across different sections.”

Latest: CAT 2025 answer key soon @iimcat.ac.in - live updates

CAT 2025 exam has three slot (slot 1, slot 2 and slot 3) and three different test forms (question papers) will be administered in each one of them. As each slot may vary from each other in terms of difficulty level, score normalization in CAT 2025 will be adopted for assessment of each candidates performance on a common scale. By doing this, the examination authority will ensure that every candidates is assessed for the CAT exam evenly.  

Table of contents
  • What is Normalization in CAT?
  • What is Composite Score in CAT and How is it Calculated?
  • GATE Normalization Process
  • CAT cut offs 2025

What is Normalization in CAT?

CAT Score Normalization can be understood as a process to ensure fairness and equity in the performances of candidates across all sessions. The CAT normalization process includes adjusting location and scale differences of score distributions across different question papers. The scaled scores obtained by this process will then be converted into CAT percentiles. Candidates will be shortlisted for Written Ability Test (WAT), Group Discussion (GD) and Personal Interview (PI) rounds on the basis of CAT percentile.

CAT_Scaled_Score_Calculation

CAT 2025 result cum scorecard will contain, not the raw CAT exam score but scaled scores for each of the following sections along with the percentiles:

What is Composite Score in CAT and How is it Calculated? 

The CAT composite score of each candidate will be arrived at by calculating their points on the basis of some parameters. These include:

  • CAT score (scaled)
  • Class 12 marks
  • Class 10 marks
  • Graduation score
  • Work Experience
  • Diversity (Gender)
  • Diversity (Academic)

Take a look at CAT Composite Score calculator for shortlisting for WAT-PI, issued by IIM Lucknow:

CAT Composite Score Formula

CAT Normalization Process is based on GATE scoring, where the normalization is based on the assumption that distribution of abilities of candidates is the same across all the sessions. The calculations are based on statistic equations.

GATE formula

In GATE, normalization takes into account all the variations in the difficulty levels of the question papers across different session.

Also Read:

GATE Normalization Process

"The normalization is done based on the fundamental assumption that "in all multi-session GATE papers, the distribution of abilities of candidates is the same across all the sessions". This assumption is justified since the number of candidates appearing in multi-session papers in GATE is large and the procedure for allocation of session to candidates is random. Further, it is also ensured that for the same multi-session paper, the number of candidates allotted in each session is of the same order of magnitude," informs the official GATE website.

Here's GATE normalization formula:

GATE formula for calculation

Normalized marks based on the above formula will be calculated corresponding to the raw marks obtained by the candidate in CAT 2025.

Also Read:

CAT Percentile predictor prepared by Shiksha.com helps students to get their predicted CAT percentile on the basis of their expected exam score. So, predict your CAT exam score by clicking the link below:

CAT Percentile Predictor

CAT cut offs 2025

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IIM CAT cut offs are usually high in the range of 98 to 100 percentile. For PI shortlisting, there is a great emphasis on Class 10 and Class 12 marks. Here’s the list of estimated CAT cut off percentiles 2025.

IIMs

CAT cut offs (percentile)

IIM Ahmedabad

99-100

IIM Bangalore 

99-100

IIM Calcutta

99 

IIM Lucknow

97-98

IIM Indore

97-98

IIM Kozhikode

97-98

IIM Amritsar

95-96

IIM Nagpur

95-96

IIM Sambalpur

95-96

IIM Trichy

94-95

IIM Raipur

94-95 

IIM Ranchi

94-95 

IIM Kashipur

94-95 

IIM Vizag

92-94 

IIM Udaipur

92-94

IIM Bodhgaya

92-94 

IIM Shillong

90

IIM Sirmaur

90

Read More:

Check CAT cut offs and predict calls from IIMs and Non-IIMs accepting CAT score for admission. Check Fees, Placement Reviews, Admission, Shortlist Criteria and Eligibility of all CAT participating colleges by clicking the link below:

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Q:   What are the items to carry on the CAT exam day?
A:

Every candidate must carry a blue/black ball point pen and a few copies of their passport size photo to the exam centre. They must not carry any stationary item other than the pen. Candidates who have diabetes can carry fruits as per medical prescription. No other item will be allowed inside the exam venue. Candidates must not carry bags or valuables as there will be no arrangement for depositing while candidates appear for the exam. Candidates must also not carry notebooks or rough paper to the CAT exam centre. Any candidate found with an unauthorised item will be disqualified.

Q:   What are the CAT exam slot timings?
A:
CAT exam is held in three slots for the past three years. Earlier it used to be held in two slots of three hours each, but since 2020 it is held in three slots of two hours each. The three slots are conducted between 8 am to 4 pm. The first slot is held from 8:30 am to 10:30 am, the second slot is held from 12:30 pm to 2:30 pm and the third slot is held from 4:30 pm to 6:30 pm. In these three slots, about 2.22 Lacs candidates are accommodated at over 400 test centres in about 150 plus cities across India. The exam slots are allotted to candidates by the examination authorities as per the receipt of applications and candidates cannot request for change of examination slot. They have to give the test in the slot mentioned on the admit card.
Q:   What are the dos and don'ts for CAT exam day?
A:

On CAT exam day, candidates have to follow a number of guidelines like cooperating with the exam centre staff during identification process, etc.:

CAT exam day dos:

  1. Reach examination centre at the reporting time mentioned on your CAT admit card. 2.
  2. Carry two copies of the CAT admit card, one photo ID card, passport size photos
  3. PwD candidates should carry relevant certificates and documents. 
  4. Carry a blue/black ball point pen for signing attendance sheet 
  5. Cooperate with test centre staff and follow instructions 
  6. 7. While entering answers, use only computer mouse.
  7. Do not touch keyboard as doing so will lead to screen locking.

CAT exam day don'ts:

  1. Do not carry items such as bags, purses, pencil box, beepers, wrist watch, calculators, mobile phones, electronic devices, scanners, cameras, wireless/Bluetooth transmission or any such communication devices.
  2. Don't wear closed shoes, jewellery made of metal, jackets, clothes with pockets, mehendi on palms. Socks are allowed inside it.
  3. Don't wear caps, hoodies or jackets/shirts with pockets 
  4. Don't be late for exam. Entry gates will be closed 15 minutes before the commencement of exam. 
  5. No candidate will be allowed to enter the exam centre after that.
  6. Don't cheat or indulge in mal practice. You can be disqualified due to any such ACT.
  7. Don't create a ruckus inside the test lab
  8. Don't leave your seat until the exam duration gets over and the invigilator announces exit.
Q:   Will CAT exam 2025 also be conducted in three shifts?
A:

Yes, CAT 2025 exam will be conducted in three shifts. The exam was earlier conducted in 2 shifts, but since 2020, the CAT is conducted in three shifts - morning, afternoon and evening. In CAT 2025 too, there will be three slots which will be allotted to applicants in no particular order.

CAT exam slot timings will be -

  • First shift: 8:00 AM to 10:00 AM, 
  • Second shift: 12:00 PM to 2:00 PM and 
  • Third shift: 4:00 PM to 6:00 PM.
Q:   What was the number of test takers in CAT 2025?
A:

A total of 2.58 Lacs candidates appeared for CAT 2025. Check below gender wise break up.

Category

Number of registrations

Number of test takers

Female

1.10 lakh

0.97 lakh

Male

1.85 lakh

1.61 lakh

Transgender

9

9

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About the Author
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Vipra Shrivastava
Senior Manager - Content

Vipra Shrivastava is MA in English Literature from Delhi University with extensive experience in content writing of over 14 years. She has been handling content for Management, Accounting and Commerce streams for 8

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