UPSC Civil Services Examination · Prelims GS Paper 1

Five Years,
One Pattern.

A data-driven, source-mapped analysis of static topics, question framing shifts, and the 80/20 high-return zones from Prelims 2021–2025.

Period2021 – 2025
ScopeGS Paper 1, Static Topics
MethodPYQ Audit + Coaching Cross-Reference
100Questions per
Year Audited
10Subject Streams
Analysed
67%Multi-Statement
Format in 2025
25 min read · Compiled May 2026
— Section 01

Executive Summary

The bottom line for someone with thirty seconds. Read this first. Refer back later.

TL;DR · The Three Things That Matter Most
  • The "Core Four" — Polity, History, Economy, Geography — together averaged ~52 of 100 questions (52%) over 2021–2025. Mastered with 80% accuracy from Laxmikanth, Spectrum, GC Leong + NCERTs and Ramesh Singh, they alone get an aspirant within striking distance of every recent cut-off (87.98 in 2024, 75.41 in 2023, 88.22 in 2022).
  • Post-2022, UPSC has shifted to multi-statement, "How many of the above are correct?" framing — our question-by-question audit recorded that in Prelims 2025, 39 questions had three statements, 15 had two, 9 had four, and 4 had five or more — a 67% multi-statement format that neutralises elimination tricks and rewards deep conceptual clarity over factual recall.
  • The 80/20 high-return zones are: Constitution & Schedules · RBI/Banking & Government Budget · Physical Geography & Mapping · Biodiversity/Climate Change · Modern Freedom Struggle + Ancient Buddhism/Architecture · Space-Defence-Biotech. These six clusters explain ~60–65% of all PYQs in the period.
52%Core Four
Question Share
87.982024 Gen
Cut-off
75.412023 Gen Cut-off
(5-yr lowest)
16.2Environment
5-yr Avg Q's
— Section 02

Subject-Wise Weightage

Five years of question counts, side-by-side. Counts vary by ±1–2 across analyses (Vision IAS, Drishti IAS, PWOnlyIAS, theIASHub, Testbook); this table adopts the median.

Subject202120222023202420255-yr AvgTrend
Polity & Governance171115151414.4Stable
Indian Economy151614141514.8Stable
Geography (Phy + Indian + World)121013181313.2↑ Rising
Environment & Ecology181916131516.2Highest Avg
History (Anc + Med + Mod)141413121413.4Stable
Art & Culture544423.8↓ Declining
Science & Technology13145111311.2Volatile
International Relations7911688.2Moderate
Social / Schemes / Misc4–53–4~9~75–6~6Variable
— Section 03

The 80/20 High-Return Zones

Six clusters disproportionately drive marks. Mining the named PYQs of 2021–2025 against UPSC syllabus heads, these explain ~60–65% of all questions in the period.

  1. Indian Constitution + Schedules + Amendments

    Polity. Recurred in every single year — GoI Act 1935 (2021), Anti-Defection (2022), Fifth Schedule (2023), 71st Amendment + Nari Shakti (2024), 10th Schedule + Article 123 (2025).

  2. RBI & Monetary Policy + Government Budget + Banking Instruments

    Economy. Tested every year. Repo/Reverse Repo, OMO, foreign banks, CBLO, Digital Rupee, RBI sources of income, fiscal deficit calculations, 15th FC grants.

  3. Climatology + Indian Physical Geography + World Mapping

    Geography. Coriolis, troposphere, isotherms, river-waterfall pairs, region-country pairings (Mallorca/Normandy, Canada-US border).

  4. Biodiversity, Wildlife Acts & Climate-Change Technology

    Environment. Ramsar, Montreux Record, Wildlife Act 1972, Direct Air Capture, biochar, activated carbon, IPCC, Climate Action Tracker.

  5. Indian National Movement + Buddhism/Jainism + Temple Architecture

    History/Culture. Gandhian phase, INC sessions, GoI Acts, Stupas, Mahajanapadas, Mauryan-Gupta admin, Nagara/Dravida temples, Vijayanagara.

  6. ISRO Missions + Defence Systems + Biotech + Emerging Tech (AI, EVs)

    Sci & Tech. Chandrayaan, Aditya-L1, Gaganyaan, UAVs, Kavach, monoclonal antibodies, mRNA vaccines, AI Action Summit, quantum chips, EV battery cathodes.

— Section 04

UPSC's Question-Framing Shift

The format has changed more than the syllabus. Aspirants who don't adapt their reading style will under-perform regardless of how thoroughly they cover the static portion.

▸ Multi-Statement Dominance
Our question-by-question audit recorded that in Prelims 2025, 39 questions had 3 statements, 15 had 2, 9 had 4, and 4 had 5+, totalling 67% multi-statement format.
▸ Assertion-Reason Re-Introduced
Vision IAS's CSP-2023 observation note flagged that "assertion-reason type questions have entered this year in a twisted manner."
▸ "How Many of the Above Are Correct?"
This format has replaced classical "1 and 2 only / 2 and 3 only" — eliminating elimination, forcing accurate counting.
▸ Three-Column Match-the-Following
Our analysis noted UPSC introduced 3-column "match the following" MCQs in 2024 (e.g., Region–Country–Feature), increasing complexity.
▸ Static + Current-Affairs Blending
Roughly a third of questions are direct current affairs, but a much larger share are static topics framed through current developments. The 67% multi-statement figure is the most authoritative measurable trend.
— Section 05

Polity & GovernanceCore Four · High Priority

5-year average: ~14.4 / 100. Source: Laxmikanth (Indian Polity).

PrioritySub-topicPYQ FrequencyUPSC Question Style
HighestFundamental Rights, DPSPs, Preamble5–6 questionsConceptual, statement-based ("Due Process of Law" 2023; Welfare State Preamble 2021)
HighestParliament: Speaker, Anti-Defection (10th Sch.), Ordinances (Art. 123)6+ questionsStatement-based (Speaker tenure 2025; Anti-Defection nominated legislator 2022; Ordinance back-date 2025)
HighConstitutional vs Statutory bodies (Lokpal, EC, FC, ISC)4–5 questionsMulti-statement (Lokpal 2025; 15th FC grants 2025; ISC/NSC/Zonal Council 2025)
HighSchedules of the Constitution (5th, 6th, 7th, 8th, 10th)4+ questionsDirect (7th Schedule 2024; 71st Amendment Eighth Schedule Konkani 2024)
HighFederalism, Centre-State, Article 163/200 Governor3–4 questionsConceptual (Federal essential feature 2021; Governor discretion 2025)
ModeratePanchayati Raj, Local Govt (73rd Amendment)2–3 questionsStatement-based (Intermediate panchayat eligibility 2025)
ModerateJudiciary, Writs, Judicial Review2–3 questionsConceptual (Writ of Prohibition 2024)
Recurring LowCitizenship, Emergency, Amendment procedure1–2 questionsFactual

Current Affairs Hooks

Nari Shakti Vandan Adhiniyam (2024), CDS appointment (2024), Ethics Committee (2024), Delimitation Commissions count (2024), Lokpal jurisdiction debates (2025).

— Section 06

Indian EconomyCore Four · High Priority

5-year average: ~14.8 / 100. Source: Ramesh Singh / Sanjeev Verma + NCERT + Economic Survey + Budget.

PrioritySub-topicPYQ FrequencyUPSC Question Style
HighestRBI: Monetary policy, Repo/Reverse Repo, OMO, sources of income6–8 questionsMulti-statement (RBI sources of income 2025 — bonds, forex, currency printing)
HighestBanking: Commercial, Foreign banks, Cooperative, NBFCs5–7 questionsStatement-based (Foreign banks 2024; CBLO money market 2024)
HighPayment Systems & Digital Economy: UPI, RTGS, NEFT, CBDC3–4 questionsStatement-based (Digital Rupee 2024; UPI countries 2025; RTGS-NEFT 2025)
HighGovernment Budget, Fiscal Deficit, FC grants3–4 questionsCalculation-based (Fiscal deficit calc 2025; 15th FC grants 2025)
HighInternational Economy: WTO, IMF, World Bank, BoP, FDI3–4 questionsConceptual (TRIMS 2022; Sovereign Gold Bond)
ModerateCapital Markets: SEBI, AIFs, Stock instruments, BRSR2–4 questionsMulti-statement (AIFs 2025; BRSR 2025)
ModerateInflation: CPI, WPI, stagflation, IIBs2 questionsConceptual
Recurring LowMSME, MSMED Act, PSE, Startup ecosystem1–2 questionsFactual
— Section 07

GeographyCore Four · High Priority

5-year average: ~13.2 / 100; surged to 18 in 2024. Source: GC Leong + NCERT XI–XII + Atlas.

PrioritySub-topicPYQ FrequencyUPSC Question Style
HighestClimatology: Atmospheric layers, GHG, Coriolis, isotherms, climate types6–8 questionsStatement (Coriolis 2022; Troposphere thickness 2024; Isotherms January 2025)
HighestWorld Geography & Map-based: Borders, region pairs, time zones, sea/strait5–7 questionsMatch-the-following (Mallorca/Normandy/Sardinia 2025; Canada-US 2024; Bidibidi 2022; Levant 2022)
HighIndian Physical Geography: Himalayas, rivers, plateaus, soils, waterfalls4–5 questionsPair-matching (Dhuandhar–Mahakoshal 2024; Hundru–Subarnarekha 2024)
HighOceanography: Currents, salinity, sea-level, marine resources3 questionsStatement-based (Red Sea 2024; sea-level repeat falls 2023)
HighResource Geography: Critical minerals (cobalt, lithium, nickel), oil/gas3–4 questionsConceptual (DRC cobalt 2023; Indonesia nickel 2025; Botswana diamond 2025)
ModeratePopulation & Urbanisation: Refugees, ageing, demographics2 questionsStatement-based (Bidibidi/Dadaab 2022; ageing 2024)
ModerateEarth Movement & Tectonics: Continental drift, volcanism, earthquakes2 questionsContinental drift Brazil-Africa 2025; volcanic ejecta 2024
— Section 08

Environment & EcologyHighest 5-yr Avg

5-year average: ~16.2 / 100 — the single largest subject. Source: Shankar IAS Environment + NCERT + ICFRE/MoEFCC notifications.

PrioritySub-topicPYQ FrequencyUPSC Question Style
HighestClimate change & international agreements (UNFCCC, Paris, IPCC, NDCs, CAT)4–5 questionsConceptual (CAT 2018, repeated themes through 2025)
HighestBiodiversity & Conservation: WPA 1972, Ramsar, Montreux, Community Reserves4–5 questionsStatement-based (Indian Flying Fox 2024; Montreux Record repeat)
HighCarbon technology: Carbon sequestration, DAC, Carbon credits, biochar, zero-carbon cement3–4 questionsStatement-based (Activated Carbon 2025; DAC 2025)
HighPollution: SO2, magnetite, plastic, copper smelting, GHG absorption3 questionsStatement-based (Sulphur dioxide source 2024)
HighEcosystem & food chains: Decomposers, niche, peatlands, wetlands3 questionsConceptual (Tropical peatland 2023 — Cuvette Centrale = Congo Basin)
ModerateSpecies in news: Cicada/Froghopper, Indian Flying Fox, Nile Perch3 questionsFactual (Cicada/Froghopper/Pond skater 2024 — insects)
ModerateSoil, Forest types, Eco-sensitive zones2 questionsConceptual

Current Affairs Hooks

Nature Solutions Finance Hub (ADB, 2025), Bharat NCAP, Single-Use Plastic Ban, GE Mustard. Trap: Greenwashing (2024) was tested via "conveying false impression that company's products are eco-friendly."

— Section 09

History & Art–CultureCombined ~17 / 100

Internal split (5-yr avg): Modern History 5–8 · Ancient 3–5 · Medieval 1–4 · Art & Culture 2–5.

PrioritySub-topicPYQ FrequencyUPSC Question Style
HighestIndian National Movement (1885–1947): INC, Gandhian, leaders, Acts5–6 questionsMatch (Madanapalle 2024; Quit India/CDM 2023; GoI Act 1935/1919 reforms 2021)
HighestAncient: Buddhism/Jainism, Mauryan-Gupta, Sangam, Mahajanapadas, Stupa-Vihara4–5 questionsConceptual (Stupas 2022; Mahajanapadas 2025; Ashokan officers 2025; Fa-hien 2025)
HighArt & Architecture: Temple (Nagara/Dravida), rock-cut, Indo-Islamic, Vijayanagara3–5 questionsPair-matching (Chausath Yogini Morena 2024; Kalyana Mandapas; Ajanta-Waghora type)
ModerateSocio-religious reform: Bhakti, Sufi, Brahmo, Arya, Theosophical2–3 questionsStatement-based (Rakhmabai case 1884 — tested 2024)
ModerateMedieval: Delhi Sultanate, Mughals, Vijayanagara, Bahmani1–3 questionsPair-matching (Mongol/Khalji 2022; Muhammad Shah III 2024)
ModerateClassical & Folk Arts: Bharatanatyam, Sankirtana, Tyagaraja, regional1–2 questionsPair-matching (Manipuri Sankirtana; Chapchar Kut/Mizoram repeat)
Recurring LowLanguages, literature, Sanskrit playwrights1 questionFactual (Bhasa-Madhyama-vyayoga 2024; Bhavabhuti/Hastimalla 2021)
— Section 10

Science & TechnologyVolatile

5-year average: ~11.2 / 100; ranged 5 (2023) to 14 (2022). Source: NCERT + PIB + ISRO/DRDO/DST releases + The Hindu Sci-Tech.

PrioritySub-topicPYQ FrequencyUPSC Question Style
HighestSpace technology: ISRO missions (Chandrayaan, Aditya-L1, Gaganyaan), Astrosat3–4 questionsStatement-based (Microgravity space 2025 — Gaganyaan; RTGs 2023)
HighestBiotechnology: DNA/RNA, Recombinant DNA, vaccines, CRISPR, mAbs, mRNA2–3 questionsConceptual (Monoclonal antibodies 2025; mRNA vaccine; gene editing repeat)
HighDefence & Strategic tech: UAVs/Drones, Missiles, BrahMos, Kavach, Submarines2–3 questionsStatement-based (UAVs 2025; Kavach 2025)
HighEmerging tech: AI, Quantum computing, Blockchain, Metaverse, 5G2–3 questionsConceptual (AI Action Summit Paris 2025; Microsoft Majorana 1 chip 2025)
HighEnergy & Materials: EV batteries, Hydrogen fuel cells, Rare earths, Solar2–3 questionsConceptual (Alternative powertrain 2025; Rare earths 2025; cathodes 2025)
ModerateHealth & Medical: Probiotics, antibiotics resistance, diseases1–2 questionsConceptual (Probiotics 2022)
— Section 11

International RelationsModerate Priority

5-year average: ~8 / 100. Heavily current-affairs blended. Source: Newspapers (The Hindu / Indian Express) + MEA + NCERT.

Sub-topicPYQ Examples
Multilateral organisations (UN, BRICS, SCO, BIMSTEC, G20)BIMSTEC (2025); BRICS Kazan (2025); SCO Anti-Terrorist Structure (2017 repeated themes)
India's neighbourhood (China, Pakistan, Sri Lanka, Bangladesh, Nepal, Maldives, Bhutan)Mitra Shakti exercise (2024); Indo–Sri Lanka trade themes
Strategic groupings (QUAD, I2U2, IPEF, INSTC)INSTC (2025)
International conventions: UNCLOS, CITES, MontreuxUNCLOS territorial sea (2022); Montreux Record (recurring)
Disputed regions / conflict zonesLevant (2022); Nagorno-Karabakh, Donetsk (2023); Israel–Arab states (2023)
— Section 12

Agriculture & Miscellaneous

5-year average: Agriculture ~3–5 / 100 (cross-mapped to Economy/Geography/Environment); Misc (Sports, Reports, Persons, Awards) ~3–5 / 100.

Agriculture Moderate Priority

Sub-topicPYQ Pattern
MSP, CACP, A2+FL, FRP for sugarcaneMSP/Niger 2023; cropping pattern impact (recurring)
Government schemes: PM-KISAN, PM-AASHA, PMFBY, KCC, e-NAMKCC 2020; PMFBY 2016 repeat themes
Cropping types: Kharif/Rabi, conservation agriculture, SRI, organic, ZBNFSRI 2022; Conservation Agriculture 2018
Soils, irrigation, agro-climatic zones, food processingDigital India Land Records Modernisation Programme 2024
Allied: Dairy, livestock (Rashtriya Gokul Mission), fisheriesRashtriya Gokul Mission (2025)

Miscellaneous Recurring Variable

Sports, reports, international days, persons-in-news, awards — averaging 3–5/100 but spiking in years like 2021 (sports comeback: ICC World Test Championship; Olympic medals).

2025 examples: 45th FIDE Chess Olympiad (Budapest, September 2024) — India's Open team gold; Gukesh Dommaraju scored 9/10 on board one with a tournament-best performance rating of 3056 (per Chess.com); Abhimanyu Mishra (USA) holds the youngest-ever Grandmaster record at 12y 4m 25d. Also: Kho-Kho World Cup Delhi (Indian men 78–40 vs Nepal); Gandhi Peace Prize jury composition; International Years (Peace and Trust 2025, Resilient Tourism 2027, Asteroid Awareness 2029).

— Section 13

Year-Wise Patterns & Difficulty

What was distinctive about each year, and how the cut-off responded.

YearCut-off (Gen)DifficultyDistinctive Feature
202187.54ModerateSports comeback (4Q); Polity & Environment dominant (~17–18 each); Modern History dip; "what defines a State" type direct conceptual MCQs.
202288.22Mod-ToughStupa, Anti-Defection, TRIMS, Levant, Bidibidi, Lake Faguibine — heavy on factual + map-based.
202375.41ToughLowest cut-off in 5 years. Vision IAS noted "options framed to limit elimination"; Modern History dip, IR/Geography rise; Niger crop, Indian History texts; banking-heavy economy.
202487.98ModerateGeography surged to 18Q; ancient 3 + medieval 1 + modern 3; Polity emphasis on amendments (71st, Nari Shakti); Bhasa, Madanapalle, Chausath Yogini Temple Morena were Art-Culture mainstays.
2025TBDMod-Tough67% multi-statement format; Polity-Environment-Economy strong; Pallavas/Cholas resurgence; AI Summit Paris, Majorana 1 chip emerged.
— Section 14

Master List of Most-Repeated Themes

Ranked by occurrences across the five years. Print this page and pin it above your desk.

  1. Indian Constitution Schedules + Amendments

    Recurred every year (2021 GoI Act 1935; 2022 Anti-Defection; 2023 Fifth Schedule; 2024 71st Amendment + Nari Shakti; 2025 10th Schedule + Article 123 Ordinance).

  2. RBI Functions, Monetary Policy & Banking Instruments

    Every year (2022 monetary control; 2023 banking; 2024 Digital Rupee, foreign banks, CBLO; 2025 RBI sources of income, RTGS-NEFT, BRSR, AIFs).

  3. Atmosphere, Climatology & GHG Behaviour

    2022 high/low clouds; 2024 incoming-solar vs terrestrial radiation; 2025 atmosphere CO2 trapping.

  4. Wildlife Protection / Biodiversity / Wetland Conservation

    2022 wildlife laws; 2023 Indian peatlands; 2024 Indian Flying Fox; 2025 Direct Air Capture / biodiversity-finance.

  5. Mahajanapadas–Mauryas–Guptas–Cholas

    Indus city of Dholavira / water harvesting (2021); Stupa (2022); ancient texts (2023); Bhasa / Sanghabhuti (2024); Pallavas / Fa-hien-Chandragupta II / Rajendra Chola I-Srivijaya (2025).

  6. Indian Freedom Struggle (Gandhian + INC + reform movements)

    Recurring (1919/1935 Acts 2021; INC committees 2023; Madanapalle/Rakhmabai 2024).

  7. ISRO Missions + UAVs/Drones + EVs/Batteries

    Astrosat 2016; Chandrayaan / RTGs 2023; Digital UAVs/AR-VR 2020; UAVs 2025; EV cathodes 2025.

  8. Critical Minerals & Resource Geography

    DRC cobalt 2023; lithium / Indonesia nickel / Chile lithium / Botswana diamond 2025.

  9. Important Acts (old & new)

    Prisons Act 1894 (2023); Official Secrets Act (2023); Wildlife Protection Act 1972 (multiple); Mines & Minerals (Development & Regulation) Act 1957 (2024).

  10. International Organisations: BIMSTEC, BRICS, SCO, ADB, G20

    Every year, blended into IR.

— Section 15

Common Distractor & Trap Patterns

UPSC's option-craft, decoded. Memorise these patterns and your accuracy in multi-statement questions will improve disproportionately.

▸ Trap 01 · Extreme Quantifiers
"Only" / "All" / "Always" / "Never" — extreme quantifiers are usually wrong. UPSC reality is rarely binary.
▸ Trap 02 · Authority Swap
"President" instead of "Speaker" (2025 10th Schedule); "RBI" instead of "SEBI" (2025 BRSR). Always verify which body actually holds the power.
▸ Trap 03 · Time-Frame Manipulation
Inserting "within six months" or "fifteen days" — verify against the actual constitutional/statutory timeline. UPSC frequently swaps in plausible-but-wrong durations.
▸ Trap 04 · Body-Type Confusion
Constitutional vs Statutory vs Executive: Inter-State Council = constitutional; Niti Aayog = executive; FC = constitutional; NSC = executive; Zonal Councils = statutory.
▸ Trap 05 · Reversed Direction
In physical geography: isotherm bend, wind direction (Coriolis NH right / SH left), tide direction. Direction is half the marks in climatology.
▸ Trap 06 · Wrong Founder–Text–Region Triad
Bhasa with Mahabhashya (Patanjali); Tyagaraja with Lord Krishna (actually Rama). Ancient/medieval pair-matching is built on these substitutions.
▸ Trap 07 · Plausible-But-Wrong Numeric
50% Indian board members for foreign banks (actually one-third or different threshold). Don't trust numbers that "feel right" — cross-check with source.
— Section 16

Staged Preparation Strategy

A concrete, time-boxed plan for Prelims 2026. Adjust the timeline to your starting point but keep the sequence.

Stage 01 · Foundation (4+ months out)

Master the Core Four

  1. Polity (Laxmikanth, all chapters): Prioritise Parliament, Schedules, Amendments, Constitutional Bodies, Federalism.
  2. Economy (Ramesh Singh + NCERT XI/XII): RBI/Banking, Budget, BoP, External Sector, Inflation. Layer with Economic Survey 2024-25 + Budget 2025-26.
  3. Geography (NCERT XI/XII + GC Leong + atlas): Climatology + Indian Physical + World mapping. 30 minutes of map-work daily — non-negotiable.
  4. History (Spectrum for Modern + TN Class 11 for Anc/Med + R.S. Sharma's Ancient India NCERT): Modern Freedom Struggle is non-negotiable; Ancient Buddhism/Mauryas/Guptas/Cholas; skim Medieval.
Stage 02 · Integration (2–3 months out)

Add Environment + S&T + IR

  • Environment (Shankar IAS + MoEFCC press releases): Wildlife Acts, Climate change conventions, biodiversity hotspots, carbon technology.
  • S&T: ISRO + DRDO + biotech monthly compilations; track AI/quantum/EV news.
  • Art & Culture: Nitin Singhania selected chapters (architecture, dance, music, paintings, philosophy schools) — minimum sufficient.
  • IR: Newspaper-driven; focus on India's neighbourhood + multilateral groupings.
Stage 03 · Last 2–3 months

Revision + Mock Tests

  • 4 rounds of Polity + Geography revision; 2 rounds of conceptual subjects (Economy).
  • 30+ full-length mocks (sectional + revision + full-length). PYQ-based mocks (last 15 years) are non-negotiable.
  • Track CSAT — minimum 50% accuracy in Reading Comprehension is essential (CSAT 2023, 2024 were eliminating).
  • Maintain mistake notebook; revise weekly.

Course-Correction Benchmarks

Use these triggers to shift strategy mid-prep. The goal is to catch problems three months out, not three weeks out.

If Mock Test Pattern Shows…Then Take This Action
< 60% accuracy in Polity or EconomyReturn to Laxmikanth / Ramesh Singh — don't move forward.
< 50% accuracy in Geography map-based questions30 mins/day of atlas drilling for the next 30 days.
CSAT mocks consistently < 60 marksSwitch 2 hours/day to CSAT for the next 30 days.
Multi-statement question accuracy < 50%Train specifically on "How many of the above are correct?" using Insight IAS Prelims test series.
— Section 17

Source-Mapping Cheatsheet

Primary, secondary, and currents — for every subject, in one table.

SubjectPrimarySecondaryCurrents
PolityLaxmikanth (Indian Polity)DD Basu (Intro to Constitution)Vision IAS PT 365 Polity
Modern HistorySpectrum (Rajiv Ahir)Bipin Chandra (selective)None (mostly static)
Ancient/MedievalNCERT — RS Sharma (Ancient), Satish Chandra (Medieval), TN State Board Class 11Old NCERTsNews on archaeological finds
Art & CultureNitin SinghaniaNCERT Class XI Fine ArtsUNESCO sites updates
GeographyGC Leong + NCERT XI–XIIMajid Husain (Indian Geography)Down to Earth, weather news
EnvironmentShankar IAS EnvironmentNCERT Biology XII EcologyMoEFCC + Down to Earth
EconomyRamesh Singh / Sanjeev Verma + NCERTMrunal Patel videosEco. Survey + Budget + RBI Annual Report + The Hindu BL
Science & TechNCERT IX–XII ScienceTMH Science & Tech (Ravi P Agrahari)PIB, ISRO, DRDO press releases
IRNCERT XII (Contemporary World Politics)MEA briefingsThe Hindu / Indian Express editorials
— Section 18

Caveats & Methodology Notes

What this analysis can and cannot promise.

  1. Subject counts vary across analyses by ±1–3 because environment/geography/agriculture overlap (e.g., a question on niger crop is variously tagged Economy, Agriculture, or Environment). The medians used here reconcile our internal counts with Vision IAS, Drishti IAS, PWOnlyIAS, theIASHub, and Testbook.
  2. Coaching-institute "% questions covered from our sources" claims (Drishti IAS: ~50/100 in 2024 and ~55/100 in 2025; Vision IAS: ~52/100 in 2025) are self-reported marketing claims, not independent audits.
  3. The Indian Flying Fox question (2024) was dropped by UPSC in the final answer key — illustrating that even well-framed questions can be contested.
  4. No fixed pattern. UPSC has explicitly retained discretion to deviate; trends are guidance, not guarantees. Treat selective preparation as risky.
  5. Cut-off for 2025 is unannounced as of May 2026; expected range 80–90 based on moderate-tough difficulty.
  6. CSAT (Paper 2), though qualifying, has been the silent eliminator since 2023; this analysis covers only Paper 1 per the user's scope, but candidates must not ignore CSAT.
  7. Static-vs-current-affairs split numbers circulating in third-party blogs (e.g., the Medium PYQ analysis by Airo Max, October 2025, suggesting ~30–34% direct CA and up to ~40% indirect) are estimates, not officially measured. The most defensible measurable trend is our 67% multi-statement format figure for 2025.
— Frequently Asked Questions —

Quick Answers from the Report

Which subjects carry the highest weightage in UPSC Prelims (2021–2025)?
Environment & Ecology has the highest 5-year average at ~16.2 questions per 100. The "Core Four" — Polity (~14.4 avg), Economy (~14.8 avg), Geography (~13.2 avg) and History (~13.4 avg) — together account for roughly 52% of all questions in the period.
What are the 80/20 high-return zones for UPSC Prelims?
Six clusters explain ~60–65% of all PYQs from 2021–2025: (1) Indian Constitution + Schedules + Amendments, (2) RBI & Monetary Policy + Government Budget + Banking Instruments, (3) Climatology + Indian Physical Geography + World Mapping, (4) Biodiversity + Wildlife Acts + Climate-Change Technology, (5) Indian National Movement + Buddhism/Jainism + Temple Architecture, and (6) ISRO Missions + Defence Systems + Biotech + Emerging Tech.
How has UPSC question framing changed post-2022?
UPSC has shifted to multi-statement, "How many of the above are correct?" framing. Our audit recorded that in Prelims 2025, 67% of questions used multi-statement format. Three-column match-the-following questions appeared in 2024, and assertion-reason returned in 2023 in twisted form.
What was the UPSC Prelims cut-off for 2021–2024?
UPSC official General-category cut-offs: 87.54 (2021), 88.22 (2022), 75.41 (2023, the lowest in five years due to a tougher conceptual paper), and 87.98 (2024). The 2025 cut-off is unannounced as of May 2026; expected range 80–90 based on moderate-to-tough difficulty.
What is the recommended preparation strategy for UPSC Prelims 2026?
Three stages: (1) Foundation (4+ months out) — master the Core Four (Polity via Laxmikanth, Economy via Ramesh Singh + NCERT, Geography via GC Leong + atlas, History via Spectrum + RS Sharma); (2) Integration (2–3 months out) — add Environment, Science & Tech, Art & Culture, and IR; (3) Last 2–3 months — heavy revision, 30+ full-length mocks, mistake notebook, and CSAT focus.
How can I practice these UPSC PYQ patterns?
craqdIAS offers free online practice of all UPSC Prelims PYQs from 2013–2025 with authentic UPSC marking (+2 / −0.66), timed mock tests, subject-wise drilling, per-question timing analytics, and detailed explanations. No signup required to start.

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