Case Overview
The item pool spans multiple weapon categories and rarity levels, arranged in a hierarchical structure that gradually increases in item quality. Mid-tier skins form the majority of outcomes, while a limited number of higher-tier entries define the upper boundary. Lower-tier fillers are included but do not dominate, resulting in a distribution that clusters around mid-range valuations with a clear progression pattern.
Value and Risk Factors
Expected value is influenced by the relatively balanced weighting across tiers, which reduces extreme downside concentration while maintaining exposure to higher-tier outcomes. Variance is moderate, as the spread between tiers is controlled but still present. Demand for widely traded skins supports liquidity, though EV remains sensitive to the statistical frequency of upper-tier results. The structure reflects a controlled distribution with gradual rarity scaling.