Case Overview
The item pool is dominated by lower- and mid-tier skins, with only a small inclusion of higher-tier entries to define the upper boundary. The structure is intentionally bottom-heavy, meaning probability mass is concentrated in less valuable outcomes. While the thematic direction is cohesive, the distribution emphasizes quantity of lower-tier results rather than diversification across high-value items.
Value and Risk Factors
Expected value is constrained by the high frequency of low-tier outcomes, which reduces the statistical contribution of rare items. Variance is relatively low in terms of spread, but downside concentration is significant. The limited presence of premium skins restricts upside potential, making EV highly sensitive to small changes in rarity weighting. Demand for included items may be inconsistent, further impacting realized value. The case reflects a compressed but downward-skewed distribution.