MHT CET 2026 Normalization Method Explained Clearly

Over lakhs of students took the MHT CET 2026 exam this year, that was conducted in multiple sessions to manage the large number of candidates. Each session featured a different question paper, with slight variations in difficulty levels.

So, what happens if your paper felt tougher than someone else’s? Or if another shift seemed easier?

That’s where the MHT CET score normalization process comes in ensuring every candidate is evaluated fairly, regardless of the session they appeared in.

So, What is Normalization?

Normalization is a method used to balance scores across different exam shifts by bringing them onto a common scale. Since each session may vary slightly in difficulty, this process ensures that every candidate is assessed under comparable conditions.

In simple terms, it eliminates any advantage or disadvantage caused by an easier or tougher paper. The final outcome of this process is your MHT-CET score, which is expressed as a percentile.

Step-by-Step Breakdown of the Normalization Process and Percentile

Score Calculation

STEP 1: Distribution of Examinee

To maintain balance, candidates are randomly distributed across four sessions conducted over two days, with two shifts each day. This ensures that every session has a nearly equal number of examinees.

Session-1: Day-1 Batch-1 (D1 B1)
Session-2: Day-1 Batch-2 (D2 B2)
Session-3: Day-2 Batch-1 (D3 B3)
Session- 4: Day-2 Batch-2 (D4 B4)

If more days or shifts are needed, candidates will be further distributed in the same balanced manner to preserve fairness. This method ensures an unbiased allocation process, and given the vast number of candidates appearing nationwide, the chances of any distribution bias are extremely minimal.

STEP 2: Preparing Results for Each Session

The results for every session will be compiled in two separate formats:

Raw scores
Percentile scores

Understanding Percentile Scores at a Glance

A percentile score represents your relative performance by converting your raw marks onto a scale from 0 to 100 for each session, where 100 corresponds to the highest score achieved in that session.

Here’s how a candidate’s percentile score is calculated:

MHT-CET 2026 candidate’s percentile score calculation formula

Note: A percentile score is different from the percentage of marks you score. Also, the overall percentile is not calculated as an average or sum of the percentiles of individual subjects.

To get a clearer picture of how normalization and percentile scoring function, let’s walk through an example.

Imagine an MHT-CET exam conducted in four sessions, as mentioned below:

(i) Distribution of candidates:

Session-1: Day-1 Batch-1

Session-2: Day-1 Batch-2

Session-3: Day-2 Batch-1

Session- 4: Day-2 Batch-2

Session	Day-Batch	No. of Candidates			Marks
Session	Day-Batch	Absent	Present	Total	Highest	Lowest
1	D1 B1	150	2249	2399	154	1
2	D1 B2	186	2272	2458	157	0
3	D2 B1	215	2216	2431	149	0
4	D2 B2	166	2257	2423	161	0

In this system, the highest scorer in each session is given a percentile of 100, indicating that every other candidate in that session has achieved a score equal to or lower than theirs.

Highest raw score and percentile score:

In each session, the top raw score is scaled to a percentile value of 100.

Session	Total Candidates Appeared	Highest Raw Score	Candidates Who Scored EQUAL OR LESS THAN the Highest Raw Score	Percentile Score	Remarks
1	2249	154	2249	100.0000000 [(2249/2249)*100]	i.e. all the highest raw scores would be normalized to 100 Percentile Score for their respective session.
2	2272	157	2272	100.0000000 [(2272/2272)*100]
3	2216	149	2216	100.0000000 [(2216/2216)*100]
4	2257	161	2257	100.0000000 [(2257/2257)*100]

Lowest raw score and percentile score:

The percentile for the lowest raw scores in each session is calculated considering the total number of candidates within that same session.

Session	Total Candidates Appeared	Lowest Raw Score	Candidates Who Scored EQUAL OR LESS THAN Lowest Raw Score	Percentile Score	Remarks
1	2249	1	2	(2/2249) [(2/2249)*100]	i.e. all the highest raw scores would be normalized to 100 Percentile Score for their respective session.
2	2272	0	2	(2/2272) [(2/2272)*100]
3	2216	0	1	(1/2216) [(1/2216)*100]
4	2257	0	2	(2/2257) [(2/2257)*100]

The percentile score will be treated as the final normalized score, replacing a candidate’s raw marks. To minimize ties or score clustering, these percentiles are calculated with precision up to seven decimal places.

The calculation is carried out individually for each subject i.e. Mathematics, Physics, and Chemistry as well as for the overall aggregate score, as outlined below:

STEP 3: Compilation of MHT-CET Scores

The total MHT-CET scores will be compiled as follows:

The percentile scores derived from the total raw marks across all four sessions (as calculated in Step 2) will be consolidated and designated as the CET scores. These will be used to prepare the final results.

Additionally, separate percentile scores will be computed for the overall total as well as for each subject, that is, Physics, Chemistry, and Mathematics across all sessions.

PERCENTILE : SESSION-1 i.e. DAY-1 Batch-1
Roll Number	Physics		Chemistry		Mathematics		PCM Total
	Raw Score	Percentile	Raw Score	Percentile	Raw Score	Percentile	Raw Score	Percentile
D1 B1-01	38	89.2841263	30	100	86	99.9555358	154	100
D1 B1-02	45	100	26	99.0217875	83	98.9773233	154	100
D1 B1-03	45	100	22	92.0409071	86	99.9555358	153	99.9119718
D1 B1-04	45	100	22	92.0409071	86	99.9555358	153	99.9119718
D1 B1-05	45	100	26	99.0217875	82	98.710538	153	99.9119718
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
D1 B1-2244	3	3.5571365	2	6.8030236	2	2.4010671	7	1.3644366
D1 B1-2245	2	2.4455313	0	1.2449978	3	2.801245	5	1.2323944
D1 B1-2246	1	1.734104	0	1.2449978	3	2.801245	4	1.1883803
D1 B1-2247	0	0.3112494	2	6.8030236	0	0.5780347	2	1.1443662
D1 B1-2248	0	0.3112494	1	2.7567808	0	0.5780347	1	1.1003521
D1 B1-2249	1	1.734104	0	1.2449978	0	0.5780347	1	1.1003521

PERCENTILE : SESSION-2 i.e. DAY-1 Batch-2
Roll Number	Physics		Chemistry		Mathematics		PCM Total
	Raw Score	Percentile	Raw Score	Percentile	Raw Score	Percentile	Raw Score	Percentile
D1 B2-01	45	100	30	100	82	99.9559859	157	100
D1 B2-02	45	100	30	100	82	99.9559859	157	100
D1 B2-03	45	100	30	100	82	99.9559859	157	100
D1 B2-04	41	97.5792254	30	100	82	99.9559859	153	99.8679577
D1 B2-05	41	97.5792254	26	94.6742958	86	100	153	99.8679577
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
D1 B2-2268	3	4.665493	1	2.1126761	0	0.528169	4	0.2200704
D1 B2-2269	2	3.3010563	0	0.9242958	1	0.9683099	3	0.1760563
D1 B2-2270	1	2.4647887	0	0.9242958	0	0.528169	1	0.1320423
D1 B2-2271	0	0.4841549	0	0.9242958	0	0.528169	0	0.0880282
D1 B2-2272	0	0.4841549	0	0.9242958	0	0.528169	0	0.088028

PERCENTILE : SESSION-3 i.e. DAY-2 Batch-1
Roll Number	Physics		Chemistry		Mathematics		PCM Total
	Raw Score	Percentile	Raw Score	Percentile	Raw Score	Percentile	Raw Score	Percentile
D2 B1-01	37	96.6155235	30	100	82	99.8646209	149	100
D2 B1-02	41	99.4584838	26	96.6155235	82	99.8646209	149	100
D2 B1-03	45	100	23	87.8610108	78	98.5108303	146	99.9119718
D2 B1-04	41	99.4584838	26	96.6155235	79	99.0974729	146	99.9119718
D2 B1-05	41	99.4584838	30	100	74	94.9909747	145	99.8239437
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
D2 B1-2212	2	5.099278	1	1.2635379	2	3.4747292	5	2.7288732
D2 B1-2213	1	3.2039711	2	3.8357401	2	3.4747292	5	2.7288732
D2 B1-2214	1	3.2039711	2	3.8357401	2	3.4747292	5	2.7288732
D2 B1-2215	3	8.4837545	0	0.5866426	0	1.0379061	3	2.5528169
D2 B1-2216	0	1.0830325	0	0.5866426	0	1.0379061	0	2.5088028

PERCENTILE : SESSION-4 i.e. DAY-2 Batch-2
Roll Number	Physics		Chemistry		Mathematics		PCM Total
	Raw Score	Percentile	Raw Score	Percentile	Raw Score	Percentile	Raw Score	Percentile
D2 B2-01	41	100	30	100	90	100	161	100
D2 B2-02	41	100	30	100	90	100	161	100
D2 B2-03	41	100	30	100	86	99.0695614	157	99.9113868
D2 B2-04	41	100	30	100	86	99.0695614	157	99.9113868
D2 B2-05	37	98.5378821	30	100	90	100	157	99.9113868
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
D2 B2-2253	3	14.4882588	0	0.664599	0	0.7975188	3	0.3101462
D2 B2-2254	0	1.9051839	2	4.8294196	0	0.7975188	2	0.1772264
D2 B2-2255	0	1.9051839	0	0.664599	1	1.5950377	1	0.1329198
D2 B2-2256	0	1.9051839	0	0.664599	0	0.7975188	0	0.0886132
D2 B2-2257	0	1.9051839	0	0.664599	0	0.7975188	0	0.0886132

The percentile scores from all four sessions will be consolidated to derive the overall percentile as well as subject-wise percentiles for Mathematics, Physics, and Chemistry. These combined percentiles will then be used to determine the final CET scores.

PERCENTILE : All 4 Sessions Combined
Roll Number	Physics		Chemistry		Mathematics		PCM Total
	Raw Score	Percentile	Raw Score	Percentile	Raw Score	Percentile	Raw Score	Percentile
D1 B1-01	38	89.2841263	30	100	86	99.9555358	154	100
D1 B1-02	45	100	26	99.0217875	83	98.9773233	154	100
D1 B2-01	45	100	30	100	82	99.9559859	157	100
D1 B2-02	45	100	30	100	82	99.9559859	157	100
D1 B2-03	45	100	30	100	82	99.9559859	157	100
D2 B1-01	37	96.6155235	30	100	82	99.8646209	149	100
D2 B1-02	41	99.4584838	26	96.6155235	82	99.8646209	149	100
D2 B2-01	41	100	30	100	90	100	161	100
D2 B2-02	41	100	30	100	90	100	161	100
D1 B1-03	45	100	22	92.0409071	86	99.9555358	153	99.9119718
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
↓	↓	↓	↓	↓	↓	↓	↓	↓
D2 B2-2253	3	14.4882588	0	0.664599	0	0.7975188	3	0.3101462
D1 B2-2268	3	4.665493	1	2.1126761	0	0.528169	4	0.2200704
D2 B2-2254	0	1.9051839	2	4.8294196	0	0.7975188	2	0.1772264
D1 B2-2269	2	3.3010563	0	0.9242958	1	0.9683099	3	0.1760563
D2 B2-2255	0	1.9051839	0	0.664599	1	1.5950377	1	0.1329198
D1 B2-2270	1	2.4647887	0	0.9242958	0	0.528169	1	0.1320423
D2 B2-2256	0	1.9051839	0	0.664599	0	0.7975188	0	0.0886132
D2 B2-2257	0	1.9051839	0	0.664599	0	0.7975188	0	0.0886132
D1 B2-1328	0	0.4841549	0	0.9242958	0	0.528169	0	0.0880282
D1 B2-95	0	0.4841549	0	0.9242958	0	0.528169	0	0.0880282

Note: The roll numbers shown in the table are purely illustrative and do not represent actual candidates.

The same method of percentile calculation is also applied to Biology, along with the combined scores for Physics, Chemistry, and Biology (PCB).

Conclusion

With lakhs of students relying on MHT-CET scores for their future, ensuring fairness is crucial. Although the normalization process may seem complex, it plays a vital role in maintaining a level playing field for all candidates.

If you found this helpful, do share it with fellow aspirants.