Case Overview
The item pool spans multiple weapon classes and rarity tiers, from consumer-grade to covert skins. The distribution follows a standard gradient, with lower-tier items dominating probability allocation while higher-tier entries remain infrequent. This creates a broad outcome range with varied item types and market segments represented.
Value and Risk Factors
Expected value is influenced by a combination of stable lower-tier outcomes and infrequent high-tier contributions. Variance is moderate to high due to the diversity of item values across the pool. Risk factors include uneven liquidity across weapon categories and reliance on low-probability premium items, which increases dispersion and reduces predictability.

