High-Yield Topics Matrix
> A mathematically derived preparation priority engine. The High-Yield Index (HYI) ranks core concepts based on their 14-year marks volume, consistency, recency momentum, and cross-paper versatility.
Exclude Essay Marks
Excludes high-weightage, creative essay topics from yield scoring to focus purely on GS1-GS4 core questions.
[COMPREHENSIVE]Includes all 14-year papers (1134 concepts total, 30 Elite, 30 High) including 250-mark essays.
C:\SYSTEM\MOMENTUM_DECODER.SYS20% HYI WEIGHT(40% Vol · 30% Strike · 20% Mom · 10% Vers)
[1] Visual TimelineHover a bar
22
23
24
25
26
(T-4)(T-3)(T-2)(T-1)NOW
Solid: Asked
Light: Skipped
[2] Rolling MultipliersWindow Rules
2025–2026 (Latest): Active Surge1.5×
2022–2024: Medium-Term Staple1.0×
Older than 5 Years: Legacy Discount0.5×
[3] Aspirant's Action RuleStudy Decision
Right Bars Solid (2025–2026)
MUST-HAVE 2-PAGE FRAMEWORK: Active Commission focus. Prepare definitions, committee citations & ready conclusions.
Right Bars Blank (Skipped)
STICK TO BASICS ONLY: Trend has cooled off. Do not waste preparation weeks memorizing 10-year-old spikes.
Tier 1: Elite Yield (HYI 80+)
Core staples. High probability of appearance every 1-2 years. Must have 2-page prepared notes.
HYI 100
Sustainable development
1105 MARKS10 YEARS
gs1 . gs3 . gs4 . essay . gs2
Recent Momentum
HYI 100
Poverty Alleviation
425 MARKS7 YEARS
gs3 . gs2 . essay
Recent Momentum
HYI 100
Food Security
295 MARKS10 YEARS
gs3 . gs1 . gs2 . essay
Recent Momentum
HYI 100
Social Justice
535 MARKS7 YEARS
gs4 . gs1 . essay
Recent Momentum
HYI 100
Integrity
395 MARKS7 YEARS
gs4 . essay . gs1
Recent Momentum
HYI 100
Accountability
595 MARKS10 YEARS
gs4 . essay . gs2
Recent Momentum
HYI 100
Environmental Ethics
470 MARKS8 YEARS
essay . gs1 . gs4
Recent Momentum
HYI 100
Public Administration
260 MARKS9 YEARS
essay . gs4 . gs2
Recent Momentum
HYI 100
National security
450 MARKS8 YEARS
gs3 . gs2 . essay
Recent Momentum
HYI 99
Financial Inclusion
260 MARKS8 YEARS
gs3 . gs1 . gs2 . gs4 . essay
Recent Momentum
HYI 99
Economic Development
220 MARKS8 YEARS
gs3 . gs4 . gs1 . gs2 . essay
Recent Momentum
HYI 99
Constitutional morality
245 MARKS7 YEARS
gs4 . gs1 . gs2 . essay
Recent Momentum
HYI 97
Rule of Law
215 MARKS11 YEARS
gs2 . gs4
Recent Momentum
HYI 97
Inclusive Growth
1210 MARKS11 YEARS
gs3 . essay
Recent Momentum
HYI 97
Impartiality
245 MARKS7 YEARS
gs4 . essay
Recent Momentum
HYI 97
Conflict of Interest
425 MARKS11 YEARS
gs4 . essay
Recent Momentum
HYI 97
GS4-ETH-PHIL-FOUNDATIONS
2705 MARKS13 YEARS
essay . gs4
Recent Momentum
HYI 97
Crisis management
350 MARKS7 YEARS
gs4 . essay
Recent Momentum
HYI 97
Moral Philosophy
425 MARKS8 YEARS
essay . gs4
Recent Momentum
HYI 97
Emotional Intelligence
340 MARKS10 YEARS
gs4 . essay
Recent Momentum
HYI 97
Ethical Governance
535 MARKS9 YEARS
gs4 . essay
Recent Momentum
HYI 96
Compassion
245 MARKS7 YEARS
gs4 . essay
Recent Momentum
HYI 95
GS3-ECO-MACRO-INCLUSIVE
215 MARKS7 YEARS
gs3 . essay
Recent Momentum
HYI 93
Ethical dilemmas in administration
170 MARKS8 YEARS
gs4
Recent Momentum
HYI 93
GS4-ETH-CASE-STUDY
420 MARKS10 YEARS
gs4
Recent Momentum
HYI 93
Ethical dilemmas in public administration
490 MARKS13 YEARS
gs4
Recent Momentum
HYI 92
Ethical Dilemmas
435 MARKS6 YEARS
gs4 . essay
Recent Momentum
HYI 92
Human Development
640 MARKS6 YEARS
essay . gs1
Recent Momentum
HYI 91
Digital Divide in India
315 MARKS5 YEARS
gs1 . gs2 . essay
Recent Momentum
HYI 91
Demographic Dividend
190 MARKS6 YEARS
gs1 . gs2 . gs3 . essay
Recent Momentum
Tier 2: High Yield (HYI 60-79)
Strong bets. Highly recurring, often driven by recent momentum or supreme court judgments.
HYI 79
GS4-ETH-CASESTUDY
100 MARKS5 YEARS
gs4
Recent Momentum
HYI 79
Job creation
270 MARKS3 YEARS
gs4 . essay
Recent Momentum
HYI 79
Deforestation
150 MARKS3 YEARS
essay . gs1
Recent Momentum
HYI 79
Climate change
150 MARKS3 YEARS
essay . gs1
Recent Momentum
HYI 79
Administrative efficiency
170 MARKS4 YEARS
gs4 . gs2 . essay
Recent Momentum
HYI 78
Civil Service Values
90 MARKS8 YEARS
gs4
Recent Momentum
HYI 78
Ethical Foundations
270 MARKS3 YEARS
gs4 . essay
Recent Momentum
HYI 78
Virtue Ethics
260 MARKS3 YEARS
gs4 . essay
Recent Momentum
HYI 78
Social Reform
280 MARKS3 YEARS
gs1 . essay
Recent Momentum
HYI 77
GS1-GEO-PHYSICAL-GEOMORPHOLOGY
85 MARKS7 YEARS
gs1
Recent Momentum
HYI 77
Right to Privacy
165 MARKS3 YEARS
gs2 . gs3 . essay
Recent Momentum
HYI 77
Manufacturing Sector
160 MARKS4 YEARS
gs3 . essay
Recent Momentum
HYI 77
Societal change
260 MARKS3 YEARS
essay . gs4
Recent Momentum
HYI 77
Social Welfare
265 MARKS3 YEARS
essay . gs1
Recent Momentum
HYI 76
Energy Efficiency
160 MARKS4 YEARS
gs3 . essay
Recent Momentum
HYI 76
GS4-ETH-PROBITY-GOVERNANCE
80 MARKS7 YEARS
gs4
Recent Momentum
HYI 76
Critical thinking
500 MARKS3 YEARS
essay
Recent Momentum
HYI 76
Power of Ideas
375 MARKS3 YEARS
essay
Recent Momentum
HYI 76
Human Consciousness
375 MARKS3 YEARS
essay
Recent Momentum
HYI 76
Materialism
375 MARKS3 YEARS
essay
Recent Momentum
HYI 76
Ethical living
375 MARKS3 YEARS
essay
Recent Momentum
HYI 76
electoral reforms
95 MARKS6 YEARS
gs2
Recent Momentum
HYI 76
Purpose of Life
375 MARKS3 YEARS
essay
Recent Momentum
HYI 76
Education system in India
375 MARKS3 YEARS
essay
Recent Momentum
HYI 75
Global South
145 MARKS2 YEARS
gs2 . essay
Recent Momentum
HYI 75
Human Capital Formation
155 MARKS3 YEARS
gs2 . gs3 . essay
Recent Momentum
HYI 75
cultural heritage
150 MARKS3 YEARS
gs2 . essay . gs1
Recent Momentum
HYI 75
Ethical Public Administration
80 MARKS7 YEARS
gs4
Recent Momentum
HYI 75
Geopolitical Rivalry
140 MARKS2 YEARS
essay . gs2
Recent Momentum
HYI 75
Nature Philosophy
140 MARKS2 YEARS
essay . gs1
Recent Momentum