As a Korean-American analytics specialist with a data-driven mindset, I've dissected the hidden variables behind CS:GO match outcomes this season. Contrary to mainstream narratives, the real edge lies in tactical discipline, defensive resilience, and tempo shifts—not star power or home advantage. This analysis reveals why underdog teams consistently outperform projections, and how statistical modeling can predict upsets even when form looks flawed. My findings challenge conventional wisdom.