Case Overview
The New Beginning case includes a broad item pool across several rarity levels, with a noticeable concentration in mid-tier categories. Lower-tier items maintain the highest frequency, while high-tier entries are limited but contribute meaningfully to theoretical value. The structure reflects a balanced hierarchy, where value is distributed more evenly across tiers. Market demand appears relatively stable within mid-range items.
Value and Risk Factors
Expected value is anchored by mid-tier frequency, which stabilizes outcomes and reduces volatility. High-tier items contribute to theoretical value but remain statistically rare, introducing moderate variance. Outcomes are moderately dispersed, with clustering around lower and mid tiers. Demand consistency in mid-tier items supports retention, while limited high-tier supply enables conditional upward deviations without significantly increasing overall dispersion.

