Prediction Result 2025 Prelims

This digital report presents SITOK’s detailed analysis of how its UPSC Prelims 2025 predictions performed against the actual examination paper. Using advanced statistical forecasting models such as ARIMA, Holt-Winters smoothing, linear forecasting, and historical trend analysis, the report evaluates subject-wise prediction accuracy and explains where the model succeeded and where improvements were needed.

The analysis highlights prediction accuracy across major UPSC subjects including Polity, Economy, Geography, Environment, Science & Technology, Current Affairs, and History. According to the analysis, SITOK achieved approximately 74% subject-level prediction accuracy when compared with the actual UPSC Prelims 2025 question distribution.

The report concludes with improvements planned for future predictions, including hybrid forecasting models, AI-based topic clustering, anomaly detection for rare questions, and refined subject-wise trend analysis.

This digital document offers aspirants transparency into SITOK’s prediction methodology and demonstrates how data-driven preparation strategies can guide smarter UPSC preparation.

Digital format – instant access on phone, tablet, or laptop.

Prepared by SITOK — Simplicity Towards Knowledge.