TACTICAL ANALYSIS // VALORANT PATCH PREDICTOR // XGBOOST 2-STAGE
WHO'S NEXT?
An ML project that combines Diamond+ ranked data, VCT pick/win rates, and patch history to estimate which agents are closest to being nerfed or buffed next patch.
SRC: RANK (DIAMOND+)SRC: VCTSRC: PATCH NOTESMDL: XGBoost 2-STAGE
DATA SOURCE
Diamond+ ranked · VCT · official patch notes
Combines ranked meta and pro tournament data to estimate patch pressure.
UPDATED
Auto-refresh pipeline
Re-runs on each patch: fresh ranked/VCT data → retrain → reload.
MODEL ACCURACY
3-class hit rate 61% (n=453)
walk-forward backtest · 18 acts evaluated