Case Overview
The item pool spans several weapon types and rarity levels, with a concentration in mid-tier skins and a smaller number of high-tier entries defining the upper range. Lower-tier fillers are included to maintain probabilistic balance. The structure is moderately distributed, resulting in a broad clustering of outcomes around mid-level valuations.
Value and Risk Factors
Expected value benefits from the inclusion of widely traded skins with stable demand, supporting liquidity across tiers. Variance is moderate, with a defined but manageable gap between baseline and premium outcomes. The probability of accessing top-tier items remains limited, maintaining dispersion in results. EV is influenced by both rarity weighting and the consistency of demand across the included item pool.