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UPSC Mains 2026 GS Paper 3 Hit Ratio: Question-wise Comparison | InsightsIAS

UPSC Mains 2026 General Studies Paper 3 tested candidates across the Economy, Agriculture, Science and Technology, Environment, Disaster Management and Internal Security. This page presents a transparent question-wise comparison between the questions asked by UPSC and relevant questions previously covered through InsightsIAS programmes.

The purpose is simple. We want students to see the actual UPSC question, compare it with the earlier InsightsIAS question and understand the nature of the overlap for themselves. The comparison is not reduced to a headline percentage, and broader thematic or conceptual preparation is not presented as an exact match.

How to read the comparison

The assessment labels used in the source material are Direct, Strong Thematic, Thematic and Conceptual. These labels are retained so that a close question-level alignment is not treated in the same way as broader preparation around a related issue. Where the supplied mapping does not document a corresponding question, that is stated clearly.

ExaminationUPSC Civil Services Mains 2026
PaperGeneral Studies Paper 3
CoverageEconomy, Agriculture, S&T, Environment, Security
Contents: UPSC Mains 2026 GS Paper 3 Questions
Question 1: What do you mean by Digital Rupee? In this context, explain the working and progress of India’s Central Bank Digital Currency (CBDC). (10 M)Question 2: Examine the view that financial inclusion is an integral part of social and economic inclusion in a country like India. Also throw light on the usefulness of the R.B.I.’s Financial Inclusion Index. (10 M)Question 3: Describe the various Technology Missions initiated in Indian agriculture and examine their role in food security. (10 M)Question 4: Explain the factors responsible for inefficiency of agri-produce marketing. How e-commerce helps to reduce inefficiency of agri-produce marketing? Explain. (10 M)Question 5: Explain by giving two examples, how biotechnology has helped the Indian farmers in processing their perishable crops. (10 M)Question 6: Distinguish between a Fast Breeder Reactor (FBR) and a thermal nuclear reactor. In the context of first indigenously developed prototype FBR at Kalpakkam, explain the term ‘criticality’. What are its implications for clean energy future of our country? (10 M)Question 7: Discuss how the contradiction between ‘rapid infrastructure development’ and ‘disaster-risk reduction’ in ecologically-sensitive areas of India can be managed, with suitable examples. (10 M)Question 8: Discuss the aim and goals of Kunming-Montreal global biodiversity framework. Mention India’s commitments and initiatives to achieve the goals and targets of this framework giving suitable examples. (10 M)Question 9: Explain how fake news and disinformation pose threat to Internal Security and Public Order in Indian context? In this regard, discuss salient features of amendments in respect of Information Technology (Intermediatory Guidelines and Digital Media Ethics Code) Rules 2021. (10 M)Question 10: Ladakh is strategically located between China and Pakistan. As a measure to win hearts and minds of locals, discuss the Border Area Development Programmes (BADP) by the Central Government and civic actions by the Army. Also discuss demand of promulgation of provision of the Sixth Schedule of constitution for Ladakh. (10 M)Question 11: Explain the key challenges for India’s energy security. What measures do you suggest for ensuring energy security along with economic growth and sustainability? (15 M)Question 12: How are startups in India promoting entrepreneurship, innovation and employment? Discuss the global and domestic challenges in their working and suggest suitable measures to overcome these challenges. (15 M)Question 13: How Indian agriculture has been transformed from food scarcity to food surplus level? Explain the various government policies implemented for diversification of Indian agriculture. (15 M)Question 14: Discuss the different types of subsidies and supports provided by the Government of India to agricultural sector. Examine the related issues pertaining to Agreement on Agriculture of World Trade Organisation (WTO). (15 M)Question 15: Mention salient features of ‘Mission Drishti’. Discuss the imaging techniques used in the satellite launched on 3rd May 2026. Why it is being considered world’s first satellite of its kind? (15 M)Question 16: What is agentic Artificial Intelligence (AI)? Explain its working. Describe its applications with suitable examples. Discuss the advantages, risks and challenges associated with agentic AI systems. (15 M)Question 17: What are the challenges to solid waste management in India? Discuss the governmental policy framework on solid waste management. Discuss the success/failure cases of Delhi and Indore cities highlighting the salient feature of their solid waste management initiatives. (15 M)Question 18: “Community participation is the cornerstone of effective disaster management”. Analyse this statement with suitable examples from India. Also discuss the challenges to community participation and measures to strengthen it. (15 M)Question 19: Separatist movements have been one of the major factors contributing to militancy and instability in Jammu & Kashmir (J & K). Bring out actions taken by the Government to bring J & K into national mainstream. Discuss pre and post abrogation status of Articles 370 and 35A. Also bring out positive impacts of abrogation of both articles in mainstreaming the state. (15 M)Question 20: Discuss counterfeit currency and money laundering as major sources of terror funding in India. State the actions being taken at International level to check these menaces. Highlight the role of Financial Action Task Force (FATF) and methods of compliance by its member states in preventing terror funding. (15 M)

UPSC Mains 2026 GS Paper 3 Hit Ratio: Question-wise Comparison

GS 3 Question 1
Thematic

Q1. What do you mean by Digital Rupee? In this context, explain the working and progress of India’s Central Bank Digital Currency (CBDC). (10 M)

Relevant InsightsIAS Question
  1. Critically examine the potential benefits and challenges associated with central bank digital currency (CBDC). (10 M) (Secure 11/05/2024)
GS 3 Question 2
Thematic

Q2. Examine the view that financial inclusion is an integral part of social and economic inclusion in a country like India. Also throw light on the usefulness of the R.B.I.’s Financial Inclusion Index. (10 M)

Relevant InsightsIAS Question
  1. “Financial inclusion is necessary for inclusive growth, but not sufficient.” Discuss the issues limiting its transformative potential. (10 M) (IPM Test-12)
GS 3 Question 3
Thematic

Q3. Describe the various Technology Missions initiated in Indian agriculture and examine their role in food security. (10 M)

Relevant InsightsIAS Questions
  1. Evaluate the Mission for Aatmanirbharta in Pulses as a strategy for achieving self-sufficiency in pulse production. Highlight the major implementation challenges. (10 M) (I-WIL Test-7)
  2. What structural factors explain India’s persistent edible oil import dependence, and why does it remain a challenge to Atmanirbhar agriculture? Assess the design of the National Mission on Edible Oils–Oilseeds in overcoming these constraints. (15 M) (Core Batch 2026, GS-3 FLT)
  3. “Despite initiatives such as the Sub-Mission on Agricultural Mechanization, farm mechanization adoption in India remains uneven.” Identify the key factors constraining the uptake of farm mechanization and outline measures to strengthen the effectiveness of such schemes. (15 M) (I WIL Test-7)
GS 3 Question 4
Thematic

Q4. Explain the factors responsible for inefficiency of agri-produce marketing. How e-commerce helps to reduce inefficiency of agri-produce marketing? Explain. (10 M)

Relevant InsightsIAS Questions
  1. Why is agricultural marketing critical to India’s agricultural economy? Identify the major issues affecting agricultural markets. Outline the steps required to strengthen agricultural marketing. (15 M) (I-WIL Test-7)
  2. “Digital technologies are transforming Indian agriculture by improving access to information, markets, and government services.” Examine the role of e-technology in improving farmers’ productivity and income. (10 Marks) (I-WIL Day 14)
  3. The persistence of food inflation despite distress sale of agricultural produce reflects deeper structural distortions in India’s agri-marketing system. Assess the factors responsible for this paradox. Examine the limitations of existing market intervention mechanisms. (15 M) (Secure 15/05/2026)
GS 3 Question 5
Conceptual

Q5. Explain by giving two examples, how biotechnology has helped the Indian farmers in processing their perishable crops. (10 M)

Relevant InsightsIAS Question
  1. Examine the future prospects of biotechnology in India, with a focus on its applications in agriculture, healthcare, and the energy sector. What are the key challenges that need to be addressed to unlock its full potential? (15 M) (IPM-25 SnT Test)
GS 3 Question 6
Thematic

Q6. Distinguish between a Fast Breeder Reactor (FBR) and a thermal nuclear reactor. In the context of first indigenously developed prototype FBR at Kalpakkam, explain the term ‘criticality’. What are its implications for clean energy future of our country? (10 M)

Relevant InsightsIAS Questions
  1. Bring out the salient features of Fast Breeder Reactors (FBRs). Assess their role in India’s three-stage nuclear power programme. Highlight the challenges in their commercial deployment. (15 M) (I-WIL Test-15)
  2. Explain the working mechanism of fast breeder reactors. Analyse their role in enhancing fuel efficiency. Evaluate their contribution to India’s nuclear strategy. (15 M) (Secure 10/04/2026)
GS 3 Question 7
Strong Thematic

Q7. Discuss how the contradiction between ‘rapid infrastructure development’ and ‘disaster-risk reduction’ in ecologically-sensitive areas of India can be managed, with suitable examples. (10 M)

Relevant InsightsIAS Questions
  1. “Development that reduces vulnerability is, in itself, a form of climate adaptation.” Explain the logic behind this proposition. Identify the sectors where development deficits directly amplify climate vulnerability. Suggest a framework for embedding adaptation into mainstream development planning. (15 M) (Core Batch 2026, GS-3 FLT)
  2. Examine the role of climate-resilient infrastructure in reducing disaster risks and developmental losses. Analyse the barriers to its widespread adoption. Recommend suitable policy interventions. (10 M) (Secure 9/06/2026)
GS 3 Question 8
Strong Thematic

Q8. Discuss the aim and goals of Kunming-Montreal global biodiversity framework. Mention India’s commitments and initiatives to achieve the goals and targets of this framework giving suitable examples. (10 M)

Relevant InsightsIAS Question
  1. What are the key features of the Kunming-Montreal Global Biodiversity Framework? In this context, discuss the importance of Sustainable Wildlife Management in achieving the framework’s targets. (15 M) (IPM-25 Env FLT)
GS 3 Question 9
Strong Thematic

Q9. Explain how fake news and disinformation pose threat to Internal Security and Public Order in Indian context? In this regard, discuss salient features of amendments in respect of Information Technology (Intermediatory Guidelines and Digital Media Ethics Code) Rules 2021. (10 M)

Relevant InsightsIAS Questions
  1. Examine the role of social media platforms in contemporary conflicts. How do algorithm-driven amplification and deepfake technologies complicate national security frameworks? (10 M) (IPM Test-31)
  2. Social media and encrypting messaging services pose a serious security challenge. What measures have been adopted at various levels to address the security implications of social media? Also suggest any other remedies to address the problem. (15 M) (Core Batch GS-3 FLT)
  3. Social media platforms have become force multipliers for internal security threats. Explain the features enabling this role. Discuss recent security challenges linked to them and also suggest comprehensive measures to tackle the issues. (10 M) (Secure 12/01/2026)
  4. Owing to the technological complexity and anonymity associated with social media, it has become a safe haven for cybercrimes. Critically analyse to what extent the Information Technology (Intermediary Guidelines and Digital Media Ethics Code) Rules 2021 will reduce crimes on social media? (15 M) (Secure 11/09/2021)
GS 3 Question 10
Thematic

Q10. Ladakh is strategically located between China and Pakistan. As a measure to win hearts and minds of locals, discuss the Border Area Development Programmes (BADP) by the Central Government and civic actions by the Army. Also discuss demand of promulgation of provision of the Sixth Schedule of constitution for Ladakh. (10 M)

Relevant InsightsIAS Question
  1. India has a long and troubled border with China and Pakistan, fraught with contentious issues. Examine the conflicting issues and security challenges along the border. Also give out the development being undertaken in these areas under the Border Area Development Programme (BADP) and Border Infrastructure and Management (BIM) Scheme. (15 M) (Secure 28/04/2024)
GS 3 Question 11
Strong Thematic

Q11. Explain the key challenges for India’s energy security. What measures do you suggest for ensuring energy security along with economic growth and sustainability? (15 M)

Relevant InsightsIAS Questions
  1. “The pursuit of low-carbon energy has generated new forms of environmental stress.” In the Indian context, assess the ecological challenges emerging from large-scale renewable energy deployment. Evaluate the measures required to reconcile energy security goals with ecological sustainability. (15 M) (IPM Test-29)
  2. “Energy infrastructure transition directly shapes India’s industrial cost structure and investment climate.” Comment. (15 M) (Core Batch Economy Test-2)
  3. Renewables alone cannot anchor long-term energy security in the absence of storage adequacy and flexible thermal balancing. Discuss the grid-integration challenges and the broader economic implications. (15 M) (Secure 13/12/2025)
GS 3 Question 12
Strong Thematic

Q12. How are startups in India promoting entrepreneurship, innovation and employment? Discuss the global and domestic challenges in their working and suggest suitable measures to overcome these challenges. (15 M)

Relevant InsightsIAS Questions
  1. “Startup India marked a paradigm shift in India’s approach to entrepreneurship and innovation.” To what extent has the initiative succeeded in transforming India’s start-up ecosystem? (15 M) (Step Up 2026)
  2. Evaluate the contribution of startups to India’s transition from a job-seeking to a job-creating economy. How does this transformation affect social mobility? What risks need to be addressed for inclusivity? (15 M) (Secure 24/09/2025)
GS 3 Question 13
Thematic

Q13. How Indian agriculture has been transformed from food scarcity to food surplus level? Explain the various government policies implemented for diversification of Indian agriculture. (15 M)

Relevant InsightsIAS Questions
  1. “Changing climatic conditions, depleting groundwater, and market distortions have exposed the limitations of India’s existing cropping pattern.” Analyse the need for crop diversification in India. How can irrigation reforms, market incentives, and technology adoption facilitate a sustainable agricultural transition? (15 M) (I-WIL Day 14)
  2. “India’s public food management system is increasingly caught between surplus accumulation and nutritional insecurity.” Explain this paradox. Discuss the challenges associated with buffer stock management and their implications for food security. (10 M) (Core Batch Agriculture Test)
GS 3 Question 14
Direct

Q14. Discuss the different types of subsidies and supports provided by the Government of India to agricultural sector. Examine the related issues pertaining to Agreement on Agriculture of World Trade Organisation (WTO). (15 M)

Relevant InsightsIAS Questions
  1. Describe the types of subsidies provided to the farm sector in India. What issues has the WTO raised regarding these agricultural subsidies? Discuss. (10 M) (IPM -25 Agri Test-2)
  2. Examine the implications of subsidy-box negotiations at the WTO for India’s agriculture. Analyse how India can reconcile food-security needs with multilateral commitments. (10 M) (Secure 29/11/2025)
  3. Differentiate between direct and indirect farm subsidies. How have they influenced farmers’ welfare in India? (10 M) (IPM Test-13)
  4. “India’s agricultural support system must increasingly shift from price support to income and productivity support.” Do you agree? Substantiate your view. (15 M) (I-WIL Test-7)
GS 3 Question 15

Q15. Mention salient features of ‘Mission Drishti’. Discuss the imaging techniques used in the satellite launched on 3rd May 2026. Why it is being considered world’s first satellite of its kind? (15 M)

NA
GS 3 Question 16
Conceptual

Q16. What is agentic Artificial Intelligence (AI)? Explain its working. Describe its applications with suitable examples. Discuss the advantages, risks and challenges associated with agentic AI systems. (15 M)

Relevant InsightsIAS Questions
  1. “As artificial intelligence evolves from a decision-support tool to an autonomous actor, the security paradigm is undergoing a fundamental transformation.” Comment. (15 M) (I-WIL Test-15)
  2. “Emerging technologies such as Artificial Intelligence are transforming economies and societies, while simultaneously creating new challenges.” Critically examine the opportunities and challenges associated with the adoption of emerging technologies in India. (15 M) (IWIL Day-18)
GS 3 Question 17
Strong Thematic

Q17. What are the challenges to solid waste management in India? Discuss the governmental policy framework on solid waste management. Discuss the success/failure cases of Delhi and Indore cities highlighting the salient feature of their solid waste management initiatives. (15 M)

Relevant InsightsIAS Questions
  1. “India’s solid waste challenge has transitioned from a management issue to a systemic environmental crisis.” Examine the key dimensions of this crisis. Analyse how the Solid Waste Management Rules, 2026 seek to address these challenges. (15 M) (IPM Test-29)
  2. “India’s solid waste problem has evolved into a systemic environmental crisis.” Examine the nature of this crisis. Explain how the Solid Waste Management Rules, 2026 attempt to respond to it. Assess the environmental limitations of the current framework. (15 M) (Secure 30/01/2026)
GS 3 Question 18

Q18. “Community participation is the cornerstone of effective disaster management”. Analyse this statement with suitable examples from India. Also discuss the challenges to community participation and measures to strengthen it. (15 M)

NA
GS 3 Question 19
Thematic

Q19. Separatist movements have been one of the major factors contributing to militancy and instability in Jammu & Kashmir (J & K). Bring out actions taken by the Government to bring J & K into national mainstream. Discuss pre and post abrogation status of Articles 370 and 35A. Also bring out positive impacts of abrogation of both articles in mainstreaming the state. (15 M)

Relevant InsightsIAS Questions
  1. Militancy in Jammu and Kashmir is sustained as much by internal vulnerabilities as by external sponsorship. Enumerate the key internal factors behind militancy. Analyse the role of external state support in sustaining it. What measures are needed to curb the menace of militancy in the region? (15 M) (Secure 08/01/2026)
  2. How has the abrogation of Article 370 impacted the security scenario and counterterrorism efforts in Jammu and Kashmir? (10 M) (Secure 09/09/2025)
GS 3 Question 20
Thematic

Q20. Discuss counterfeit currency and money laundering as major sources of terror funding in India. State the actions being taken at International level to check these menaces. Highlight the role of Financial Action Task Force (FATF) and methods of compliance by its member states in preventing terror funding. (15 M)

Relevant InsightsIAS Questions
  1. Explain the various stages of the money laundering process. Analyse how money laundering adversely impacts governance in India, and suggest measures to strengthen the country’s anti-money laundering framework. (15 M) (Core Batch Internal Security Test)
  2. “Counterfeiting currency is not merely an economic offense but a significant internal security challenge.” Critically assess the nexus between counterfeit currency, organized crime, and terrorism. Suggest a multi-pronged approach to address this issue. (15 M) (IPM-25 Snt, Security Test)
  3. How has India’s compliance with FATF recommendations strengthened its internal security framework, particularly in combating terror financing and illicit financial flows? Analyze the broader implications of this compliance for national security. (10 M) (Secure 21/09/2024)

What Stands Out from the GS Paper 3 Comparison

GS Paper 3 rewards preparation that combines core concepts with current developments. The questions range from Digital Rupee and financial inclusion to agriculture, biodiversity, artificial intelligence, waste management and internal security. This makes repeated Mains practice particularly valuable because UPSC often expects students to connect a familiar concept with a current policy, programme or technological development.

The comparison also shows why the nature of overlap matters. The agricultural subsidies and WTO question has a close question-level alignment, while several other questions are better described as thematic or conceptual preparation. Showing these distinctions gives students a more realistic picture of what prior answer writing can and cannot do.

Why This Consistency Matters for Aspirants

Consistent relevance across different parts of GS Paper 3 comes from studying how UPSC converts the syllabus and current developments into analytical questions, and then building practice around those demands.

The aim is not to guess the exact wording of a future paper. It is to help students become comfortable with the underlying issue, practise the required analysis and build enough recall to respond when UPSC changes the framing or combines multiple dimensions in the same question.

How Students Can Use This Comparison

  1. Read the UPSC question first and identify the directive, core concept and current dimension being tested.
  2. Compare it with the earlier InsightsIAS question and identify which arguments, facts, examples or frameworks were reusable.
  3. For thematic and conceptual overlaps, note the additional demand introduced by UPSC. This helps improve adaptability in answer writing.
  4. Use the GS Paper 3 synopsis after attempting the question yourself. Compare your structure, data, examples, diagrams and conclusion with the detailed approach.
UPSC Mains 2026 GS Paper 3 Hit Ratio PDF
Download the complete question-wise comparison for quick reference.

Download GS Paper 3 Hit Ratio PDF

Keep Practising with InsightsIAS

A comparison is useful only when it takes you back to practice. If you are preparing for the next Mains, use these resources consistently to improve content recall, structure and answer-writing speed.

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UPSC Mains 2026 GS Paper 3 Hit Ratio: FAQs

What does the UPSC Mains 2026 GS Paper 3 Hit Ratio page show?

It compares each UPSC Mains 2026 GS Paper 3 question with relevant questions documented in the InsightsIAS hit-ratio material and retains the assessment given for the nature of overlap.

Does a thematic or conceptual overlap mean that the exact UPSC question was predicted?

No. A thematic or conceptual overlap means that preparation covered the same broader issue or an important underlying concept. The exact demand and framing of the UPSC question can still be different.

Which areas of GS Paper 3 are covered in this comparison?

The comparison spans the Indian Economy, Agriculture, Science and Technology, Environment, Disaster Management and Internal Security, following the areas tested in UPSC Mains 2026 GS Paper 3.

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