Case Overview
The item pool includes skins across multiple weapon categories, with a structured hierarchy that places most outcomes in mid-tier levels. A limited number of higher-tier items define the upper boundary, while lower-tier fillers maintain distribution balance. The thematic focus results in reduced diversity but preserves a clear valuation spread between tiers.
Value and Risk Factors
Expected value is influenced by the weighting of mid-tier skins, which dominate the probability mass. Variance is moderate, as the gap between baseline and premium outcomes is present but not extreme. Demand for subdued or tactical designs is generally stable, though less pronounced than for high-visibility skins. EV remains sensitive to the probability of accessing higher-tier items, maintaining a balanced but dispersion-driven profile.

