Case Overview
The item pool consists of AK-47 skins across multiple rarity tiers, ranging from widely available finishes to limited, high-tier variants. The structure is clearly stratified, with a small subset of premium items defining the upper boundary, while the majority of outcomes fall into lower and mid-tier categories. This creates a distribution with strong thematic consistency but significant valuation spread between tiers.
Value and Risk Factors
Expected value is driven by the weighting of high-demand AK-47 skins, which typically maintain strong liquidity and stable pricing. However, probability mass is concentrated in lower tiers, leading to moderate to high variance. The gap between common and premium outcomes increases dispersion, making short-term results less predictable. Market demand for AK-47 skins supports long-term value stability, but EV remains sensitive to the frequency of rare drops. The case reflects a skewed distribution with reliance on low-probability high-tier outcomes.