Case Overview
The item pool features a mix of skins across different weapons, with a stronger emphasis on mid- and lower-tier entries. High-tier items are limited, serving primarily as the upper boundary of the distribution. The structure is less concentrated, with a broader spread of outcomes but a clear clustering in lower valuation ranges.
Value and Risk Factors
Expected value is constrained by the higher probability of mid- and lower-tier outcomes, which dominate the distribution. Variance is moderate, with limited upside potential due to the small number of premium items. Demand for unconventional skins can be inconsistent, affecting price stability and liquidity. EV is therefore influenced by both rarity weighting and fluctuating market interest, resulting in a less predictable return profile.