UPSC evaluates candidates’ performance in the interview stage through a combination of factors such as knowledge, communication skills, personality traits, and attitude. Interviewers assess candidates' ability to articulate their thoughts clearly and respond to questions thoughtfully. The interview panel evaluates candidates on their general awareness, presence of mind, and ability to handle pressure. Ultimately, the aim is to gauge their suitability for a career in the civil services.