Anuj Agnihotri (CSE 2025 AIR 1), Shakti Dubey (CSE 2024 AIR 1), and Aditya Srivastava (CSE 2023 AIR 1) all emphasise depth over breadth, consistent answer writing, and treating the first attempt as structured learning rather than a single-shot target.
Five recent toppers offer directly applicable advice for first-timers, with verified backgrounds and specific strategic lessons:
Anuj Agnihotri — CSE 2025 AIR 1 (result declared 6 March 2026)
Background: MBBS graduate from AIIMS Jodhpur. Cleared in his third attempt. First cleared the Union Territories Civil Services (UTCS) examination in 2023 and was serving as an SDM (DANICS probationer) when he continued preparing for UPSC. His father confirmed he never consulted any coaching centre. He studied approximately 13 hours daily in the final phase.
Optional: Medical Sciences — scored 142 in Paper I and 150 in Paper II (292/500 combined), one of the highest optional scores among 2025 toppers. His choice was strategic: the optional was his strongest academic domain.
Interview score: 204/275 — the highest among the top 5 rankers in CSE 2025.
Advice for first-timers:
- Focus on conceptual understanding over memorisation — UPSC Mains tests whether you can apply and analyse, not whether you can recall verbatim
- Stick to NCERT books and standard sources with thorough revision, rather than accumulating multiple books
- Maintain a steady study routine without long breaks — burnout is a bigger threat to first-timers than lack of knowledge
- Choose an optional based on your strongest academic domain, not popular perception
Shakti Dubey — CSE 2024 AIR 1 (result declared April 2025)
Background: Biochemistry graduate from Prayagraj. Cleared in her fifth attempt without coaching. PSIR optional.
Advice for beginners: 'An unsuccessful attempt is only wasted if you repeat the same preparation without diagnosis.' Her specific recommendations:
- Align every topic to the syllabus before studying it — if a topic is not in the syllabus, do not spend time on it regardless of how interesting it is
- Minimal book approach: select a few standard sources and master them
- Daily newspaper reading with monthly compilation
- Mobile use strictly limited to study purposes — distraction management is preparation management
- For first-timers: use the first attempt to understand how UPSC frames questions, not to clear the exam
Aditya Srivastava — CSE 2023 AIR 1 (result declared April 2024)
Background: IIT Kanpur Electrical Engineering graduate. Failed Prelims in his first attempt (2021). Secured IPS at AIR 236 in his second attempt (2022). Topped the country in his third attempt (2023).
Lesson from first attempt: He was too confident that IIT preparation would transfer directly to UPSC — it does not, in the way most engineers assume. He had to recalibrate completely.
Advice for first-timers: His story directly demonstrates that not clearing Prelims in the first attempt is not a signal to quit. He relied on self-study, standard textbooks, and platforms like ForumIAS for Mains answer writing. 'Depth of engagement with a focused resource set consistently outperforms surface coverage of many resources.'
Tina Dabi — CSE 2015 AIR 1 (First-attempt success at 22)
Background: Political Science graduate from Lady Shri Ram College, Delhi. Cleared in her first attempt at age 22. Scored 1,063 out of 2,025 marks. Became the first Dalit woman to top the exam.
How she did it: Started UPSC preparation in her final year of graduation. Strong inclination toward Polity and the Constitution drove her optional choice (PSIR). Studied approximately 11 hours daily in the final phase.
What first-timers can learn: First-attempt success is possible for those who start early (final year of graduation), have a genuine connection to the subject matter (not just career ambition), and maintain an extremely disciplined daily routine without social distraction.
Animesh Pradhan — CSE 2023 AIR 2 (Cleared while working at IOCL)
Background: Engineering background; worked as an Information System Officer at Indian Oil Corporation Limited (IOCL) throughout preparation. Cleared at age 23. Sociology optional. Never left his job for full-time preparation.
Key lesson: He proved that working while preparing is not a structural disadvantage — it is a scheduling challenge. His approach: structured weekly rhythm (not unlimited hours), daily answer writing practice focused on presentation and clarity, and using test series and mentorship programmes instead of classroom coaching.
Common Thread Across All Five Toppers
- None who attempted multiple times treated Attempt 1 as their only shot
- All relied on a focused source set — not the widest possible reading
- All emphasised answer writing as a learned skill, not an innate one
- All had a clear optional subject chosen early and mastered deeply
- For a first-timer: Treat Attempt 1 as the attempt where you learn how UPSC frames questions. That reframe reduces anxiety and improves long-term performance.
BharatNotes