Quick Summary: JEE Main 2026 normalisation is used to keep the exam fair because the test is held in many shifts. Some papers are easy, some are tough, so marks are not compared directly. NTA converts raw marks into percentile scores by checking how many students scored equal to or less in the same shift. The topper of every shift gets 100 percentile. Final ranks are made using these percentiles. The blog also explains the formula, tie rules, best-of-two attempts, and why normalisation matters.
JEE Main 2026 Normalization: How scores are calculated? – As JEE Main is a computer-based exam conducted in many sessions, students often feel unsure about the JEE Main 2026 Normalization method and how marks are worked out to decide final ranks. The National Testing Agency (NTA), which conducts the exam, shares official details related to the normalisation of JEE Main and explains how marks and ranks are prepared. Along with this, other key points such as how the rank list is made and inter-se-merit rules are also released. Given below is the JEE Main 2026 normalization process and the way scores are calculated to allot ranks to candidates appearing in different shifts.
As JEE Main 2026 will take (take with a grain of salt idiom synonym) place in multiple sessions on different dates, the issue of keeping fairness between various question paper sets comes up. There are chances that some students might get a more difficult paper, others can think that their paper is less difficult. To make sure that no student suffers a loss or gets an unfair benefit, normalisation in JEE Mains is used for ranking purposes. NTA prepares ranks based on JEE Main percentile scores, which are calculated using a fixed formula decided beforehand.
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What is the JEE Main Normalization Procedure 2026?
Normalization process in exam results is an adjustment of marks in order to deal with differences between the difficulty levels of different exam papers or test sets. This is done to maintain fairness and uniformity in marking or ranking. Normalization may use number-based methods to balance scores so that the final result correctly shows how a student performed compared to the difficulty of the paper. It is important to understand that the exact rules and policies for normalization can differ across exam bodies and education boards.
The normalization process therefore works to correct any mismatch caused by different difficulty levels of exam papers or test sets. It is based on the idea that all papers are not equally difficult, and because of this, directly comparing raw marks without considering these differences would not be fair for students.
Importance of Normalization Procedure Using Percentile Score for JEE Main 2026
Since the exam will be held on numerous days and shifts, the difficulty of question papers in various sessions might be slightly varied. Still, the JEE Main 2026 syllabus stays the same for all sessions. Even though NTA tries its best to keep the difficulty level equal in every shift of the JEE Main 2026 exam, some students may face a tougher paper when compared with other sets. Due to this, students who appear in the difficult shift may score lower marks in JEE Main 2026 than those who get an easier paper.
To ensure fairness for students who attempted a harder paper, NTA follows a normalization procedure based on JEE Main percentile scores so that no student gets extra benefit or loss. The real ability of a student can be judged properly using the normalization procedure. Hence, NTA prepares JEE Main 2026 scores from all session question papers by using a normalization procedure based on JEE Main 2026 percentile scores.
Check Out: JEE Main Marks vs Rank 2026-Calculate JEE Mains Rank using Marks
JEE Main 2026 Normalization – Step-by-Step Procedure
The normalization method is meant to make sure that no student suffers due to paper difficulty changes. The process includes the following main points:
- Session-wise Percentile Calculation: First, the marks scored by students in each session are changed into percentile form. The percentile indicates the percentage of applicants who attained the same score or a lower score as a certain pass mark value. This step is done separately for every session.
- Calculation of Percentile Scores: The percentile scores are computed by a methodology that takes into account the number of candidates who attended that given session and the performance amongst the rest. This calculation is done using the formula that is not publically shared.
- Percentile Normalization: once the percentile score in each session is obtained, the procedure that is undertaken is a balance of these scores in all the sessions. This is to control the difference of the level of difficulty of the question papers. The step will equalize the scores between sessions.
- Calculation of Overall Percentile: After normalization is completed, the percentile scores of all sessions are combined to decide the final percentile for each student. This final percentile is used for ranking students.
What is the Percentile in JEE Main 2026?
During the JEE Mains exam, a percentile score shows the share of candidates who scored the same as or lower than one candidate’s marks. For example, when a student gets a percentile score of 90, it clearly means they performed better than 90% of all candidates who took the exam. This percentile score helps to rank and compare candidates’ overall performance fairly in the same exam.
JEE Main Percentile Score 2026 – Key Highlights
- The percentile scores in the JEE Main exam point to normalized scores, and not the actual raw scores of any candidate
- The JEE Main percentiles are also worked out and converted using the marks scored between the highest and the lowest scores
- The JEE Mains percentile score shows the percentage of candidates who scored the same as or below a given percentile (raw scores) in JEE Main. This means the JEE Main topper from every session will receive the 100th percentile.
- The JEE Main percentile scores are calculated up to 7 decimal places to stop tie-breaking and the bunching effect fully
- The JEE Main Merit List 2026 is created using the percentile scores of candidates appearing in the exam
- The overall percentile is not the same as the combined percentile aggregate of subjects.
Check Out: JEE Main 2026 Marks vs Rank vs Percentile
Highest Raw Score and Percentile Score
For every session students appeared in, their top raw score is adjusted to a full 100 Percentile Score. In each session, the highest raw marks are changed into normalized percentile scores of 100 value.
Lowest Raw Score and Percentile Score
The total count of candidates appearing in the exam for each session helps decide the lowest raw score value. For the lowest raw score, the JEE Main 2026 percentile score stays different.
How to calculate JEE Main Percentile Score?
Here we see how the JEE Main percentile is worked out clearly. The JEE Main percentile score gets calculated using the given percentile formula below.
Percentile Score of a Candidate = 100 x (Number of candidates who scored a raw score or actual score equal or less than the candidate)/(Total number of candidates who appeared in that session)
Check Out: What is a Good NTA Score in JEE Main 2026?
JEE Main Percentile-based Normalisation: Current Process
The NTA follows a percentile-based normalisation method to maintain fairness among different exam sessions and shifts. The method is explained below:
- Raw marks are calculated using the Marking scheme, where +4 marks are given for correct answers, -1 mark is cut for wrong MCQs, and Numerical questions also follow +4 for correct and -1 for incorrect responses.
- Session-wise percentile scores are checked first by understanding the formula – Percentile score = Number of candidates who scored equal to or below you in that shift / Total number of candidates present in that shift × 100.
- Each session, percentile values are made ready to each candidate by ranking only the raw marks with other students of the same session. Assuming that JEE Mains is in 10 shifts then comparisons are made between shift 1 applicants and shift 1 applicants only, shift 2 applicants and shift 2 applicants only, shift 3 applicants and shift 3 applicants only and so on. This makes sure the percentile depends only on performance within that shift. The highest scorer in each session is given a 100 percentile. After shift-wise calculation, NTA prepares one combined list including all candidates from all sessions. Your final percentile decides your All India Rank (AIR).
- Percentile values are calculated up to 7 decimal places, which helps separate even very close scores. With 7 decimal points, ranking can be done properly.
- Best of two Attempts rule is applied if a candidate appears in both sessions, and the higher percentile is taken for rank preparation. This is not an average of two attempts; only the better one is selected.
NOTE: Tie-breaking rules still apply if two candidates get the same final percentile after selecting the best of two attempts. If you appeared in only one session, then that session percentile is used.
Preparation of JEE Main 2026 Result for each session
Step 1: Raw score calculation
The marks scored by each student in JEE Main 2026 during every session, for all correct answers in each subject (Maths, Physics and Chemistry), are added together to form the raw score.
Step 2: JEE Main Percentile Scores Preparation for All Subjects and Overall Score
| Total Percentile (T1P): | (100 x No. of candidates from the session with raw score equal to or less than T1 score) / Total No. of candidates appeared in the session | |
| Mathematics Percentile (M1P) | (100 x No. of candidates appeared from the session with raw score equal to or less than M1 score in Mathematics)
/ Total No. of candidates appeared in the session |
|
| Physics Percentile (P1P) | (100 x No. of candidates appeared from the session with raw score equal to or less than P1 score in Physics) / Total No. of candidates appeared in the session | |
| Chemistry Percentile (C1P): | (100 x No. of candidates appeared from the session with raw score equal to or less than C1 score in Chemistry) / Total No. of candidates appeared in the session | |
JEE Main 2026 Tie-Breaking Rules
If two or more students get the same Percentile, the ranking will be decided in the following way:
- Students scoring a higher Percentile Score in Mathematics will get a better rank
- Students scoring a higher Percentile Score in Physics will get a better rank
- Students scoring a higher Percentile Score in Chemistry will get a better rank
- Date of Birth – the older student will be given a higher rank
- If the tie still remains, the same rank will be given to the students.
JEE Main 2026 Rank list
The authorities will release the final JEE Main rank list 2026 after both sessions of the JEE Main 2026 exam are completed successfully. The final merit list is prepared by following the JEE Main Normalisation 2026 method, which ensures fairness for all students. This list is the one that will be utilized when making admissions to all the institutes that are involved in JEE Main in India.
First attempt compilation of NTA Scores:
After the JEE Main January 2026 session ends, the JEE Mains results will be displayed online with four NTA scores. These consist of individual scores of Mathematics, Physics, and Chemistry and the NTA score of that attempt. These JEE Main percentile scores are calculated in the same way as explained earlier and help students understand their performance level.
Second attempt compilation of NTA Scores:
Similar to the January attempt, the result of the JEE Main 2026 April session will be declared after the exam is over. The JEE Main 2026 scores will be calculated for the total score and also for each of the three subjects separately, following the same process used in the first attempt.
Compilation of NTA Score for JEE Main Result and Merit List/ Ranking for Paper 1
The ranking or merit list for JEE Main 2026 will be prepared in the following manner
- In case candidates appear in both attempts, the better of the two JEE Main 2026 NTA scores will be taken. Only the total NTA score will be considered for ranking, not the individual subject scores.
- In case candidates appear in only one exam, all four JEE Main 2026 NTA scores of that attempt will be used to prepare the merit list.
The final NTA scores will be used to rank candidates and announce the JEE Main 2026 result officially. In case of any tie among the candidates, it will be determined through the inter-se-merit rules discussed above in this paper and in as much as applied by the authorities.
JEE Main 2026 Rank Declaration:
- The counselling will be applied to admit students to NITs, IIITs and GFTIs in India based on the ranked list obtained with the help of the above method.
- The JEE Main 2026 All India Rank and All India Category Rank will be announced once the authorities finish compiling the JEE Main 2026 NTA scores for the April session and complete the JEE Main 2026 result process.
How will the JEE Main 2026 scores for Paper 2 be calculated?
- The raw marks for the first attempt will be released in February 2026 for students who appeared in the January JEE Main 2026 exam.
- The final marks for the April exam will be announced soon after the exam is completed for all centres.
- The JEE Main Paper 2 marks will not go through JEE Main Normalisation 2026 because the exam was held in only one shift, so there is no need for normalisation in JEE Mains or comparison of question difficulty.
Rank List preparation for JEE Main 2026 Paper II
- If a candidate appears in both attempts, the raw marks of both will be checked and the better score will be taken for the JEE Main rank list 2026.
- For candidates who appeared in only one attempt, the raw marks scored in that attempt will be used directly for ranking.
- The NTA JEE Main 2026 Rank lists will be prepared strictly based on the marks considered above, without any change.
Inter-se-Merit will be resolved as follows:
- Candidates who score higher marks in the Aptitude Test will be given a better rank during the final ranking process.
- If the tie still continues, candidates with higher marks in the Drawing Test will be placed above others in the list.
- If needed, the older candidate will be given the higher rank as per the age criteria.
- If the tie is still not resolved after all checks, both candidates will be given the same rank officially.
FAQs on JEE Main Normalisation 2026
Q: What can be the top Raw Score and Percentile Score in JEE Main 2026?
As the calculation happens session wise, every highest raw score goes through the JEE Main normalisation method and is matched with a percentile score of 100 for that particular session.
Q: How does the normalization process affect marks?
The normalisation of JEE Main helps make marks fair for all students. It compares student performance with the paper level of each Shift. Due to normalisation in JEE Mains, marks may slightly increase or decrease depending on the difficulty of that session under the JEE Main 2026 normalization process.
Q: How is the NTA Score calculated for JEE Main?
The JEE Main 2026 NTA scores are calculated by counting how many candidates in the same session scored equal to or less than a student. That number is multiplied by 100 and then divided by the total candidates of that session. This formula is used for preparing JEE Main percentile scores and the JEE Main 2026 result.
Q: How good is a 90 percentile in JEE Mains?
A 90th percentile in JEE Main percentiles usually places a student in the average national group as per the JEE Main rank list 2026. With this score, students may get chances in NITs, IIITs, or other state and central colleges based on category and branch. However, seat availability, reservation rules, and course demand affect final admission.
Q: Can marks be reduced after normalisation in JEE Mains?
Yes, marks can reduce after JEE Main 2026 Normalization in JEE Mains. This happens when a session paper is easier than others. Through JEE Main Normalisation, scores are balanced across shifts. Because of this process, some students may see slightly lower marks even after performing well in the final result.
Q: How to calculate JEE Main percentile 2026?
To compute JEE Main percentile 2026 with ease, consider the simple concept. Your score is based on the number of students that scored equally or lower than you in the same session. JEE Main Normalisation then compares this performance fairly across all shifts for a clear and balanced exam result outcome.
Q: What is JEE Main 2026 normalization of marks?
Normalization is a simple statistical method used by the National Testing Agency to balance scores from different sessions of JEE Main 2026. It prevents students being favored in case of difference in difficulty of question papers. The process facilitates equitable comparisons of all sessions.
Q: What is considered a good score in JEE Main 2026?
The general category is anticipated to have a cutoff of approximately 93 94 percentile. Percentile shows performance compared to others, while the cutoff decides eligibility for JEE Advanced and counselling through NTA JEE Main 2026 Rank lists. Being aware of the two supports college planning among students.
