Case Overview
The item pool is structured as a steep distribution rather than a narrow band of similarly valued skins. Most probability mass is concentrated in lower and mid-tier outcomes, while premium items occupy very small probability intervals. This creates a long-tail profile in which a few rare entries can materially affect the mathematical average despite appearing infrequently. Market positioning is therefore driven less by the median item and more by the composition, liquidity, and valuation of the upper tail.
Value and Risk Factors
Expected value depends on the sum of each item’s market value multiplied by its stated probability. For Neon Harvest, variance is a central factor: the theoretical average can sit well above the value produced by a typical single outcome because rare items carry large weight in the calculation. Assessment should therefore consider probability concentration, skin condition, liquidity, spread between reference and realizable market values, and the stability of demand for premium finishes. Changes in secondary-market valuations can shift expected return even when the probability table remains unchanged.