How many attempts do most selected UPSC candidates take? (UPSC Annual Report data)

Per UPSC's 73rd Annual Report (2022-23), only ~6% of selected candidates clear in their first attempt; ~22% take four attempts; ~22% take three. The third and fourth attempts are the statistical sweet spot. Roughly 60% of all selections happen between attempts 3 and 4 — confirming that 2-4 years of post-graduate preparation is the typical path.

The Verified Distribution — UPSC 73rd Annual Report (2022-23)

Attempt Number	% of Selected Candidates (CSE 2022)
1st attempt	~6.2%
2nd attempt	~17.8%
3rd attempt	~21.9%
4th attempt	~22.0%
5th attempt	~14.5%
6th attempt	~10.0%
7th+ attempts	~7.6%

The 3rd-4th attempt window is the mode — accounting for ~44% of all selections. By the end of the 4th attempt, ~68% of all eventually-selected candidates have made it.

What Changes Between Attempts

Attempt	What's Happening	Selection Probability
1st	Fresh graduates, syllabus exposure	Low (~6%) — pattern unfamiliar
2nd	Refined syllabus, first feedback	Moderate (~18%)
3rd	Mains experience, optional mastered	High (~22%) — "sweet spot" begins
4th	Interview-board familiarity, Mains polish	Peak (~22%)
5th	Burnout risk vs depth of prep	Moderate (~15%)
6th	Final-attempt pressure (General)	Declining (~10%)
7th+	OBC/SC/ST extended limits	Tail (~8%)

Attempt Limits — The Hard Constraint

Category	Maximum Attempts	Upper Age
General	6	32
EWS	6	32
OBC	9	35
SC/ST	Unlimited	37
PwBD-General/EWS	9	42
PwBD-OBC	9	45
PwBD-SC/ST	Unlimited	47

This explains the long tail in the data — SC/ST candidates have no attempt limit, so they contribute disproportionately to 7+ attempt selections.

Topper Attempts — A Sample of AIR-1s

Year	AIR-1	Attempts
CSE 2018	Kanishak Kataria	1st attempt
CSE 2019	Pradeep Singh	1st attempt (different state cadre Pradeep — Mains repeater)
CSE 2020	Shubham Kumar	3rd attempt
CSE 2021	Shruti Sharma	2nd attempt
CSE 2022	Ishita Kishore	3rd attempt
CSE 2023	Aditya Srivastava	2nd attempt
CSE 2024	Shakti Dubey	5th attempt

Dubey's 5th-attempt AIR-1 is the most prominent recent example that late attempts can still produce AIR-1. She missed selection by 12 marks in her 4th attempt — a near-miss that became a top finish.

Worked Scenario — Should I Quit After Attempt 3?

A candidate at attempt 3, scored 920 in Final (below cutoff by 27):

Empirical fact: 22% of selections happen on attempt 4 — your highest-probability year is still ahead.
Marginal gain typical between attempts 3 and 4: 30-50 marks total (Mains refinement +20, interview +10-15, optional +10-15).
27-mark gap is bridgeable. Don't quit at attempt 3 unless:
- You're at the age limit (32 for General).
- You haven't crossed Prelims in 3 attempts (signals fundamental prep gap).
- Mental health or financial constraints make continuation untenable.

Mentor Note — The Attempt Curve Lessons

First attempt is recon, not result. Don't crush yourself if you fail attempt 1 — only 6% of selected candidates made it then.
Attempts 3-4 are the high-probability window. Plan your 18-24 months between attempt 2 and 4 with maximal seriousness — this is where your statistical advantage is highest.
Burnout risk peaks at attempt 5+. If you cross attempt 4 without a Mains qualifier, do an honest audit: is the issue strategy, optional, or fundamentals?
The Dubey pattern is real but rare. AIR-1 at attempt 5 is celebrated precisely because it's the exception. Plan around the mode (attempt 3-4), not the outlier.

What This Means for Planning

Plan a 3-attempt window as your primary path. Attempts 1-3 is where 46% of selections happen.
Build a financial cushion for attempts 4-5 — this is your insurance window.
After attempt 5, opportunity cost of continuing rises sharply. State PSC, PSU, or private sector should be active backup plans.