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GATE CSE & IT: 40 Years of Patterns

Data analysis of every GATE CSE & ITquestion 1987-2026. What's tested year after year, what shifted, what to focus on.

Top 20 most-tested topics

Sorted by total question count. The "appeared in" column shows recurrence — topics in 30+ different years are near-guarantees for the next exam.

TopicTotal QsYears appearedFirst → LastRecurrence
Data Structures215351987202688%
Set Theory & Logic106351990202688%
Probability & Counting102331994202683%
Complexity Theory99361987202690%
Linear Algebra93331987202683%
Regular Languages83331987202683%
Graph Theory78291990202673%
Algebraic Structures74301987202675%
Calculus62291993202673%
Context-Free Languages61341987202685%
Combinatorics60261987202565%
Graph Algorithms59291990202673%
Normalization55271994202668%
Network Layer53212003202653%
Parsing51231988202657%
Turing Machines & Computability50271989202668%
Boolean Algebra50211990202653%
Memory Hierarchy & Cache48241990202560%
Number Representation47261990202665%
Memory Management43241990202660%

Recurrence ≥ 80% means the topic appears in at least 32 of 40 years — functionally guaranteed.

The NAT shift: 0% → 28%

2010-2013
0%
NAT share (pre-shift era)
2014-2020
34%
NAT introduced
2021-2026
25%
NAT entrenched

Numerical Answer Type (NAT) questions did not exist in GATE CSE & IT before 2014. Today they make up roughly a quarter of every paper. Aspirants studying from pre-2014 textbooks are training for an exam that no longer exists.

Question type mix by year

YearMCQNATMSQ/MTF% NAT
202657282524%
2025140672728%
2024154583123%
202324141526%
202227151128%
202159282125%
20202822039%
20193619033%
20183518132%
20176021423%
20166545139%
20159649431%
20148653137%
201344000%

Why this matters

  • Data Structures has appeared in 35different years. That's a near-guarantee, not a probability.
  • 5 sub-topics under Discrete Mathematicsall appear 80%+ years. Treating Discrete Math as one chapter is a mistake — it's 5 separate guaranteed topics.
  • NAT now ≈ 30% of paper. Anyone preparing only MCQs is losing 30 marks before they walk in.
  • General Aptitude grew 10× — from 10 Qs (2010-2015) to 107 Qs (2021-2026). Coaching books that ignore GA are obsolete.
  • Topics absent for 5+ years tend to return.Spectrum of what's overdue:

Browse the corpus

Analysis based on 1,489+ topic-tagged GATE CSE & IT questions ingested from official IIT-released papers (1987-2026). Updated daily.