UPSC CSE 2025 Interview Marks — Swing Analysis & Patterns
The UPSC Personality Test (Interview) carries 275 marks — just 13.6% of the total 2025 marks. Yet it remains one of the most powerful rank differentiators. Among the 958 selected candidates in UPSC CSE 2025, the interview marks ranged from 132 to 225, a gap of 93 marks that can shift a candidate's rank by 200-500+ positions.
The average interview score was 184 out of 275 (66.9%). For the interactive version with visual charts and candidate-by-candidate comparison, visit our interview swing tool.
Interview Score Distribution
Here's how interview marks are distributed among the 958 selected candidates:
The Interview Swing Effect
Written marks among selected candidates are tightly clustered — most score between 730-830 out of 1750. In this dense cluster, every mark counts. The interview, with its wider variance (132-225), becomes the decisive factor.
How Interview Swings Ranks — Examples
Interview Marks by Category
| Category | Selected | Avg Interview | Avg Written | Interview % |
|---|---|---|---|---|
| General | 317 | 188/275 | 799/1750 | 68% |
| OBC | 306 | 182/275 | 775/1750 | 66% |
| SC | 158 | 180/275 | 750/1750 | 65% |
| EWS | 104 | 183/275 | 770/1750 | 67% |
| ST | 73 | 178/275 | 758/1750 | 65% |
Notable Interview Performances
- Highest interview: 225/275 — among selected candidates, showing that scoring above 200 in the interview is achievable and powerful.
- Rank 5 Ishan Bhatnagar had the highest interview (215) among the top 10, with a written score of 823 — the interview pushed him into the top 5.
- Rank 6 Zinnia Aurora scored 218 in the interview, the highest among top 10 rankers, compensating for a written score of 819.
- General category had the highest average interview (188) — 6-10 marks above other categories.
What the Data Tells Us About Interview Preparation
- The 180-200 range is your target. This is where the average selected candidate lands. Scoring below 170 puts you at significant risk.
- Every 10 marks matters. With written marks tightly bunched, 10 extra interview marks can move you 50-100 ranks up.
- The interview range (93 marks) is wide. Unlike GS papers where scoring is predictable, the interview has high variance — preparation and composure make a big difference.
- Focus on your written score first. The interview can swing ranks, but you need to cross the written threshold. The average written among selected is 773/1750.