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GS Paper I (100 Qs) · CSAT Paper II (80 Qs) · Statement + Pair + Assertion-Reasoning

UPSC CSE Prelims Mock Test Generator

Setting one GS Paper I full-length mock takes your senior faculty eight hours. Your test series runs every Sunday.

GS Paper I — 100 MCQs, 200 marks (each Q = 2 marks), 2 hours, -0.66 negative marking. CSAT Paper II — 80 MCQs, 200 marks (each Q = 2.5 marks), -0.83 negative, qualifying at 66/200 (33%). Statement-based + pair-based + Assertion-Reasoning + Match-the-Following — all four patterns generated proportional to recent Prelims trends.

25 years of PYQ data. Weekly current affairs from The Hindu and PIB. NCERT 6-12 + Laxmikanth + Spectrum + Shankar IAS filtering. Bilingual English-Hindi mirroring the actual UPSC booklet. White-label for institute branding. Built for IAS coaching institutes running weekly sectional tests and monthly FLTs.

100
GS Paper I Qs
80
CSAT Paper II Qs
25
Years PYQ (2000-24)
66
CSAT qualify (33%)
UPSC CSE Prelims · verified 2025-26 pattern

Two papers. Same day. Different rules.

GS Paper I in the morning, CSAT Paper II in the afternoon — both 200 marks but with different question types, marks per question, and negative marking rates.

GS Paper I Morning · 9:30–11:30

General Studies — 100 Qs · 200 marks · 2 hrs

History (Ancient + Medieval + Modern)
Indian Polity & Governance
Geography (Physical + Indian)
Indian Economy
Environment & Ecology
Science & Technology
Current Affairs (25-35% weight)
Each Q = 2 marks

Negative marking 1/3 = -0.66 per wrong answer · Determines Mains qualification

CSAT Paper II Afternoon · 2:30–4:30

Aptitude — 80 Qs · 200 marks · 2 hrs · Qualifying

Reading Comprehension (20-25 Qs)
Logical Reasoning (25-30 Qs)
Quantitative Aptitude
Data Interpretation
Decision Making
Interpersonal Skills
Each Q = 2.5 marks
Qualifying at 66/200 (33%)

Negative marking 1/3 = -0.83 per wrong answer · Qualifying only — score not added to merit

Question type evolution — what UPSC's been asking

2014-2018

Direct factual recall dominant. Elimination techniques worked.

2019-2022

Statement-based MCQs increased. Match-the-Following common.

2023-2024

Pair-based MCQs more prevalent. Analytical questions dominant.

2025

Slight return to traditional. ~15 Match-the-Following Qs.

Platform generates all four formats — statement-based, pair-based, Assertion-Reasoning, Match-the-Following — proportional to the most recent Prelims trends. Configurable mix per paper.

References: UPSC CSE official notification 2025 released January 22, 2025; UPSC Prelims 2025 conducted May 25, 2025; UPSC Prelims 2024 conducted June 16, 2024. CSAT qualifying nature confirmed since 2015 reform.

Four challenges · solved

Why IAS coaching test series eat your senior faculty alive.

Pillar 1
📰

Current affairs goes stale in a week

Recent UPSC Prelims have 25-35% questions linked to current affairs — typically the last 12 months of The Hindu, PIB, and Economic Survey. A test prepared in January with November-December current affairs is half-stale by February. Faculty has to either constantly re-research and rewrite or accept that test series content lags actual exam coverage by 6-8 weeks.

Solved: Current affairs question bank updated weekly from The Hindu + Indian Express + PIB + Yojana + Economic Survey + Union Budget. Tagged by source date — filter "last 3 months" or "last 6 months" when generating.

Pillar 2
📊

Statement + pair pattern is hard to write

A statement-based question on Directive Principles needs 3 NCERT-accurate statements with at least one subtly wrong fact (so elimination doesn't work). A pair-based question on dynasty-capital matching needs 4 pairs where the difficulty hides in which 2 (not 1, not 3) are correct. Writing 100 such questions for a full GS mock requires the kind of expert who's read Laxmikanth ten times — hard to find and expensive to retain.

Solved: Platform generates statement-based + pair-based + Assertion-Reasoning + Match-the-Following — all four formats proportional to recent Prelims patterns. Factual accuracy verified against NCERT + standard references.

Pillar 3
📚

Foundation batch needs NCERT-only tests

A first-month foundation batch hasn't started Laxmikanth yet — testing them on advanced constitutional articles is unfair and demoralizing. A six-month-deep batch has finished Laxmikanth + Spectrum and needs harder reference-book questions. Faculty mentally tags each question for source-difficulty mapping while writing — slow, error-prone, easy to forget which test had which source mix.

Solved: Every question is tagged by source — NCERT (Class 6 to 12 + specific chapter) and standard reference books (Laxmikanth, Spectrum, Ramesh Singh, Shankar IAS, Nitin Singhania). Filter tests by source so each batch gets the right level.

Pillar 4
🇮🇳

Hindi medium translations get butchered

UPSC's official Hindi question paper uses specific terminology — for constitutional terms (e.g., अनुच्छेद for Article, मौलिक अधिकार for Fundamental Rights), economic terms, environmental terms — that generic Google Translate / DeepL APIs get wrong. A coaching institute serving the Hindi belt that delivers tests with botched Hindi loses serious medium credibility. Hiring a Hindi UPSC subject editor to manually translate 100 questions per test is expensive.

Solved: Hindi translations done by subject-matter experts familiar with UPSC terminology, not machine translation. Bilingual side-by-side output mirrors actual UPSC booklet layout exactly.

"We run two foundation batches and one Mains-ready batch out of our Karol Bagh centre — roughly 140 aspirants total. Before this platform, our Polity faculty was spending Saturday and Sunday morning writing the Sunday-evening full-length mock. Six hours minimum per FLT, and our weakness was always the current affairs section — questions felt three months stale because that's how long it took to research, write, verify, and format. The change isn't just speed. The bigger thing is the source tagging — our first-month batch gets a paper drawn 80% from NCERT 6-12, our four-month batch gets 50% NCERT + 50% Laxmikanth-Spectrum-Shankar, our final-stage batch gets the full advanced mix. We used to send all three batches the same FLT and watch the foundation kids get demoralized at 30/200. The current affairs freshness — questions on schemes launched the week before, the Economic Survey 2024 chapter that came out in January — is what students notice first. They tell their friends our test series feels more like a real Prelims than the bigger institute they were previously enrolled with."
B
Prof. Bhanu Pratap Singh
Director — IAS Coaching Institute, Karol Bagh Delhi · 140 aspirants · 8-faculty team · 3 batches (foundation + intermediate + Mains-ready)

Every UPSC question typology

From "1 only" to "all four pairs correctly matched."

📋

Statement-based MCQs

Most common new pattern since 2019. Stem provides 2-4 statements about a topic; question asks which are correct.

Consider the following statements about Directive Principles of State Policy:

1. They are justiciable in nature.

2. They are borrowed from the Irish Constitution.

3. Article 44 deals with Uniform Civil Code.

Which is/are correct?

(a) 1 only · (b) 2 and 3 · (c) 1 and 3 · (d) 1, 2, and 3

🔗

Pair-based MCQs

Became more prevalent in 2023-2024. Lists pairs and asks how many are correctly matched — prevents guessing.

Consider the following pairs (Dynasty : Capital):

1. Mauryan — Pataliputra

2. Gupta — Ujjain

3. Chola — Thanjavur

4. Pallava — Madurai

How many pairs are correctly matched?

(a) Only 1 · (b) Only 2 · (c) Only 3 · (d) All 4

⚖️

Assertion-Reasoning

Tests deep conceptual clarity — rote memory insufficient. Determine if both A and R are true and whether R explains A.

  • Polity: cause-effect of constitutional provisions
  • Economy: monetary/fiscal policy transmission
  • S&T: scientific phenomenon and explanation
  • Environment: ecological process causality
🔁

Match-the-Following (revived 2025)

2025 Prelims saw ~15 Match-the-Following questions — partial revival of traditional format. Item-to-item matching with multiple distractors.

  • History: ruler-to-monument matching
  • Geography: river-to-tributary matching
  • Polity: article-to-provision matching
  • Economy: scheme-to-ministry matching

Source filtering

Tag every question by exactly which book it tests.

Foundation batch gets NCERT-only tests. Advanced batch gets standard reference books. Final-stage batch gets the full advanced mix.

📚

NCERT mapping (Class 6 to 12)

  • History: Class 12 Themes in Indian History (Vol 1, 2, 3), Class 11 India Ancient to Modern
  • Geography: Class 11 Fundamental Physical Geography, Class 12 India People & Economy
  • Polity: Class 11 Political Theory, Class 9-10 Democratic Politics
  • Economy: Class 12 Introductory Macroeconomics + Indian Economic Development

Useful for first 3-4 months of preparation when aspirants are completing NCERTs before moving to advanced references.

📖

Standard reference books

  • Polity: M Laxmikanth Indian Polity (5th + 6th editions)
  • Modern History: Spectrum Modern History (Rajiv Ahir)
  • Economy: Ramesh Singh Indian Economy
  • Physical Geography: G C Leong Certificate Physical & Human Geography
  • Environment: Shankar IAS Environment
  • Art & Culture: Nitin Singhania Indian Art and Culture

Mix-and-match source configuration per test — e.g., 70% NCERT + 30% Laxmikanth for foundation, 100% reference books for advanced.

Current affairs · updated weekly

25-35% of recent Prelims questions are current affairs.

Static syllabus knowledge alone is no longer sufficient. Recent UPSC Prelims test static topics through the lens of recent developments — a scheme launched last month, a Supreme Court judgment from January, a chapter of the latest Economic Survey.

📰

Newspapers

The Hindu (in-depth policy analysis editorials), The Indian Express (national affairs, governance). Daily content tagged to syllabus topics.

🏛️

Government sources

PIB (Press Information Bureau) releases, Yojana magazine (scheme overviews), Kurukshetra (rural development), Rajya Sabha TV debates.

📊

Annual reports

Union Budget (schemes, allocations), Economic Survey (GDP, sector data), World Bank India, IMF India assessments.

🌍

Environment reports

State of Forest Report India, IPCC reports, India climate updates, Biennial Update Reports.

🤝

International affairs

G20, SCO, BRICS, ASEAN summits. UN resolutions. India's bilateral agreements and treaty ratifications.

⚖️

Schemes & judgments

Government schemes tagged by ministry. Supreme Court landmark judgments. Recent constitutional amendments and parliamentary bills.

Filter by time period when generating tests — "last 3 months", "last 6 months", or "last 12 months" — matching the typical UPSC current affairs lookback window.

UPSC-specific FAQs

Questions IAS coaching directors ask before switching.

What's the UPSC CSE Prelims exam pattern the generator follows?

+

UPSC CSE Preliminary Examination — two papers same day. GS Paper I: 100 MCQs, 200 marks (each Q = 2 marks), 2 hrs morning slot (9:30–11:30 AM), negative marking 1/3 = -0.66 per wrong answer. Syllabus: History + Polity + Geography + Economy + Environment + S&T + Current Affairs. CSAT Paper II: 80 MCQs, 200 marks (each Q = 2.5 marks), 2 hrs afternoon slot (2:30–4:30 PM), negative marking 1/3 = -0.83 per wrong answer. CSAT is qualifying — minimum 33% = 66 marks required. Final selection determined by GS Paper I score. Mode: offline OMR. Platform generates papers in this exact verified pattern.

Does the generator support statement and pair-based question patterns?

+

Yes. UPSC pattern has evolved — Statement-based MCQs (1 only / 2 only / Both / Neither) prominent from 2019 onwards. Pair-based MCQs (Only 1 pair / Only 2 pairs / Only 3 pairs / All four pairs) more prevalent in 2023-2024 — these prevent guessing because students must verify every pair. 2025 Prelims partially reverted to traditional Match-the-Following (~15 questions). Platform generates all four formats — statement-based + pair-based + Assertion-Reasoning + Match-the-Following — with factual accuracy verified against NCERT and standard references. Proportional mix configurable per paper.

Does the database include UPSC Previous Year Questions (PYQs)?

+

Yes. 25-year PYQ database (2000-2024) tagged by year + subject (History/Polity/Geography/Economy/Environment/S&T/Current Affairs) + topic (within each subject) + difficulty + question type. Three filter modes — (1) 100% PYQ: paper using only past exam questions. (2) Year-wise: complete 2024 Prelims for retrospective practice. (3) Topic-specific PYQ: e.g., all Environment questions from 2015-2024 to show subject-specific UPSC trends. CSAT PYQ database covers same 25-year span.

How current is the current affairs question bank?

+

Updated weekly from The Hindu (in-depth editorials), The Indian Express (national affairs), PIB releases, Yojana (schemes), Kurukshetra (rural development), Union Budget, Economic Survey, IPCC reports, State of Forest Report. Each question tagged by source + publication date + syllabus category. Filter by time period (last 3 / 6 / 12 months) when generating. Recent UPSC Prelims show 25-35% current affairs weight in GS Paper I — static topics tested through recent developments lens.

Does the platform offer NCERT mapping and reference book filtering?

+

Yes. Two complementary filters — NCERT mapping (Class 6 to 12) covering History (Themes in Indian History, India Ancient to Modern), Geography (Fundamental Physical Geography, India People & Economy), Polity (Political Theory, Democratic Politics), Economy (Introductory Macroeconomics + Indian Economic Development). Standard reference book filteringM Laxmikanth Indian Polity (5th + 6th editions), Spectrum Modern History (Rajiv Ahir), Ramesh Singh Indian Economy, G C Leong Physical Geography, Shankar IAS Environment, Nitin Singhania Art & Culture. Ensures tests align with exactly what the specific batch has been assigned.

Does it generate complete CSAT Paper II tests?

+

Yes. CSAT generator creates 80-Q, 2-hr papers with correct UPSC section distribution — Reading Comprehension (20-25 Qs, long philosophical passages 400-600 words with inference-based questions, students cannot answer through direct recall), Logical Reasoning & Analytical Ability (25-30 Qs — Syllogisms via Venn diagrams, Directions, Blood Relations, Coding-Decoding, Series, Seating Arrangement), Quantitative Aptitude & Data Interpretation (20-25 Qs — Number System, Ratio & Proportion, Percentages, P&L, T&W, TSD, P&C, DI from Tables/Bar/Pie/Line). Each Q = 2.5 marks; 200 total; -0.83 negative; 33% qualifying = 66 marks.

Does it generate bilingual Hindi-English papers?

+

Yes. UPSC is officially bilingual. Three formats — (1) English Only: standard. (2) Hindi Only: for Hindi medium batches (UP, MP, Rajasthan, Bihar). (3) Bilingual Side-by-Side: English left column, Hindi right column — identical to actual UPSC booklet. Hindi translations are verified by subject-matter experts familiar with UPSC-specific terminology (constitutional terms like अनुच्छेद for Article, मौलिक अधिकार for Fundamental Rights) — not generic machine translation that gets these critical terms wrong.

Can I white-label papers with my coaching institute's branding?

+

Yes. Every PDF is fully white-labelled — institute name + logo in header, watermark behind question text (preventing digital sharing), institute address + website in footer, batch-specific info customised per test. No SchoolDeck branding in student-facing output. Configure once, applies always. OMR sheet also carries institute branding. For IAS coaching where the test series is a separately-paid product aspirants actively compare across institutes, professional white-label output reinforces brand and prevents perception of generic third-party tests.

Are OMR sheets, answer keys, and solution booklets included?

+

Yes. Every paper automatically includes — print-ready OMR sheet matching standard UPSC OMR layout with institute branding, separate invigilator answer key (single-page summary), and detailed solution booklet with step-by-step explanation per question (why correct option is right, why each distractor is wrong, what the question was testing). Solution explanations include source references (e.g., 'Source: Laxmikanth Ch. 7' or 'Source: Economic Survey 2024 Vol II Ch 3') — most valuable post-test resource for aspirants and core to UPSC coaching post-test discussion quality.

How does this UPSC page differ from the SSC + Banking generator?

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Both target government job aspirants but completely different exams and coaching audiences. This UPSC page covers Civil Services Examination — IAS aspirants preparing for GS Paper I (NCERT-heavy with current affairs depth, History/Polity/Geography/Economy/Environment/S&T) and CSAT Paper II (qualifying 33%). The SSC + Banking page covers SSC CGL + IBPS PO + SBI PO + Railway — different question typologies (Speed Math + DI sets + Reasoning puzzles + RC), different sectional timer rules (20-min sectional in IBPS/SBI Prelims; 60-min flat in SSC), different institute operations (SSC/Banking runs daily DPPs for 100+ student batches; UPSC runs weekly sectional tests + monthly FLTs for smaller batches). UPSC test series is sold as separately-paid product; SSC/Banking DPPs included in foundation course.

Other exam & subject generators

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For IAS coaching directors tired of stale-current-affairs Sunday mocks

GS Paper I. CSAT Paper II. Verified UPSC pattern.

Statement + pair + Assertion-Reasoning + Match-the-Following. 25-year PYQ. Weekly current affairs from The Hindu and PIB. NCERT + Laxmikanth + Spectrum + Shankar IAS source filtering. Bilingual English-Hindi. White-label.

From ₹30/student/month · For Indian IAS coaching institutes · UPSC CSE Prelims focus