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CAT Percentile Predictor

Estimate an overall percentile range from historical CAT score trends, then explore broad IIM and college competitive bands with a clear confidence rating.

Last updated:
30 July 2026
Version:
CAT 2026 · provisional
Reading time:
11 minutes
2022–2025 trends Prediction range Confidence level College bands

Predict your CAT percentile

Compare your score with historical score-to-percentile bands.

Understanding your predicted CAT percentile

The estimate is a planning signal, not an official scorecard. Read the range and confidence together, then compare programme-specific overall and sectional criteria.

What the percentile means

It estimates the percentage of test takers whose performance would fall below the entered score under the selected historical calibration.

Whether it is good

A competitive percentile depends on the programme, category, sectional performance and the rest of the candidate profile.

What opportunities it creates

The broad institution bands help prioritize where to research current cut-offs and admissions policies.

Assumptions and limits

Paper difficulty, slot normalization and candidate distribution can move score-percentile relationships every year.

Worked examples

Score between two historical anchors

  • CAT 2025 comparison
  • Overall score: 63
  • Section total: 63

An interpolated estimate between the configured 90th and 95th percentile anchors

The engine uses linear interpolation and then applies the configured uncertainty margin.

Exact historical anchor

  • CAT 2025 comparison
  • Overall score: 57
  • Section total: 57

90 estimated percentile with high confidence

The score matches a configured anchor and the sectional total matches the overall score.

Inconsistent sectional total

  • CAT 2025 comparison
  • Overall score: 68
  • Section total: 55

Central estimate near the 95 anchor with low confidence

The percentile interpolation uses the overall score, but the large internal score gap lowers confidence.

Historical percentile interpolation

Estimated percentile = lower percentile + score position × (upper percentile − lower percentile)

Variables

Lower and upper anchors
Historical score-percentile points surrounding the entered overall score.
Score position
The entered score’s proportional position between the two anchor scores.
Prediction margin
A configured uncertainty range that widens outside the highest percentile bands.

Assumptions

  • The selected historical year is a useful comparison for the target paper.
  • Sectional scores and overall score are internally consistent.

Rounding

The central estimate and range boundaries are rounded to two decimal places; this does not imply official precision.

Reference tables and trends

CAT 2025 score vs percentile reference

Approximate calibration anchors used by this predictor, not an official conversion table.

Raw score: 122

Estimated percentile anchor
99.9
Interpretation
Exceptional historical range

Raw score: 103

Estimated percentile anchor
99.5
Interpretation
Very high historical range

Raw score: 92

Estimated percentile anchor
99
Interpretation
Top percentile band

Raw score: 82

Estimated percentile anchor
98
Interpretation
Highly competitive band

Raw score: 68

Estimated percentile anchor
95
Interpretation
Strong competitive band

Raw score: 57

Estimated percentile anchor
90
Interpretation
Broad competitive band

Raw score: 43

Estimated percentile anchor
80
Interpretation
Programme research becomes especially important

Raw score: 29

Estimated percentile anchor
60
Interpretation
Limited inference from overall score alone

Previous-year 99 percentile score anchors

The movement illustrates why one fixed marks target is unreliable.

Comparison year: 2022

Approximate 99 percentile score
84
Relative observation
Lower than 2024 and 2025 calibration

Comparison year: 2023

Approximate 99 percentile score
76
Relative observation
Lowest configured anchor in this set

Comparison year: 2024

Approximate 99 percentile score
95
Relative observation
Highest configured anchor in this set

Comparison year: 2025

Approximate 99 percentile score
92
Relative observation
Below 2024, above 2022 and 2023

Broad college research ranges

Estimated percentile: 99+

Examples to research
FMS, SPJIMR, MDI, IIT Delhi DMS
Important limitation
Programme criteria and profile evaluation still apply

Estimated percentile: 95–98.99

Examples to research
IIT Bombay SJMSOM, MDI, IMT Ghaziabad
Important limitation
Sectional cut-offs can exclude candidates

Estimated percentile: 90–94.99

Examples to research
IMT, XIM University, IIT Madras DoMS, FORE
Important limitation
Use current programme-specific policies

Estimated percentile: 80–89.99

Examples to research
Great Lakes, GIM, TAPMI, K J Somaiya
Important limitation
A listed name is not a call prediction

Common mistakes to avoid

Treating percentile as percentage

Percentile is a relative rank measure; it is not the percentage of marks scored.

Ignoring normalization

CAT can scale session performance before official percentile calculation.

Assuming last year’s marks repeat

Difficulty and candidate performance move the score required for a percentile.

Using overall percentile alone

Institutes can apply sectional cut-offs and profile-based shortlisting.

Reading a college band as a guarantee

The listed ranges are research prompts, not admission or interview predictions.

How to estimate a CAT percentile

  1. 1

    Select the comparison year

    Choose the CAT year whose historical score bands should be used.

  2. 2

    Enter overall and sectional scores

    Add the scorecard or mock scores and choose a category for competitive-range context.

  3. 3

    Interpret the range

    Use the estimate, confidence and range as planning guidance, not as an official result or call prediction.

How this calculator works

The predictor interpolates the overall score between score-to-percentile anchor bands configured for the selected exam year. The prediction interval widens below the highest percentiles, where marks and percentile can move less predictably.

Category does not alter the estimated percentile. Its configured offset is used only to place the estimate against broad competitive ranges. Confidence drops when the score is outside calibrated bands or sectional totals differ materially from the overall score.

CAT comparison

CAT compared with other MBA entrance exams

A planning comparison, not a substitute for each exam’s current bulletin.

Exam: CAT

Eligibility
Bachelor’s degree; category threshold applies
Difficulty
High
Pattern focus
VARC, DILR and QA
Score validity
Current admission cycle
Typical opportunities
IIMs and many leading Indian business schools

Exam: XAT

Eligibility
Bachelor’s degree
Difficulty
High
Pattern focus
Adds decision making and general knowledge
Score validity
Current admission cycle
Typical opportunities
XLRI and participating institutions

Exam: CMAT

Eligibility
Bachelor’s degree; final-year pathway
Difficulty
Moderate
Pattern focus
Quantitative, reasoning, language, awareness and innovation
Score validity
Current admission cycle
Typical opportunities
AICTE-approved participating institutions

Exam: NMAT

Eligibility
Programme-specific graduation rules
Difficulty
Moderate
Pattern focus
Language, quantitative and logical skills
Score validity
Current admission cycle
Typical opportunities
NMIMS and participating institutions

Exam: SNAP

Eligibility
Programme-specific graduation rules
Difficulty
Moderate to high
Pattern focus
General English, reasoning and quantitative skills
Score validity
Current admission cycle
Typical opportunities
Symbiosis International institutes

People also ask

Is this an official CAT percentile?

No. It is an estimate built from historical score-to-percentile bands. Only the CAT scorecard provides an official scaled score and percentile.

Why does the predictor ask for sectional scores?

Sectional scores help check whether the overall entry is internally consistent. IIMs also use sectional percentiles, although this tool does not claim to reproduce official sectional normalisation.

Does category change the predicted percentile?

No. CAT percentile is based on exam performance, not category. Category is used only when showing broad institute competitive ranges because published qualifying thresholds differ by category.

Does a high percentile guarantee an IIM call?

No. Institutes use programme-specific overall and sectional cut-offs plus academics, work experience, diversity and other selection factors. A competitive range is not a call prediction.

Why is the result shown as a range?

Score-percentile relationships change with paper difficulty, candidate performance and slot normalisation. A range communicates that uncertainty more honestly than a single exact estimate.

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Parent tool hub

CAT Tools HubBrowse tools and resources for Common Admission Test. View resource
XATXavier Aptitude Test View resource MATManagement Aptitude Test View resource CMATCommon Management Admission Test View resource NMATNMAT by GMAC View resource SNAPSymbiosis National Aptitude Test View resource

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Official resources

Official CAT websiteUse the official portal for registration notices, candidate login and current announcements. View resource CAT 2025 Information BulletinThe latest published common bulletin used to review provisional CAT 2026 rules. View resource IIM Ahmedabad admissionsAn official example of institute-specific shortlisting and admission criteria. View resource

Sources and editorial review

Research methodology

The team separates official rules from historical estimates, checks each rule against the cited source, records uncertainty explicitly and schedules another review when a new CAT bulletin or score trend becomes available.

  • CAT does not publish a universal raw-score conversion table before results. Historical bands are approximate reconstructions from prior scorecards and reported trends, and can move with exam difficulty and slot normalisation.
  • Institute labels are not admission predictions. Published policies apply overall and sectional percentiles as only part of a multi-stage, profile-based process. Review IIM Ahmedabad’s admissions policy

Questions and candidate discussion

A moderated discussion module can be connected here later. Calculator results should never be treated as an official eligibility or admission decision.