Data and methodology
Public dataset, deterministic simulation.
The model is built to compare historical player-seasons without asking one era to pretend it was another.
- Data
Dataset grain: one row per player, season, and team across 3,197 rows from 2008–2026.
- Purse
Salary layer is purse-normalized to compare players across eras fairly.
- Checks
Origin, role tags, workload, and sample-size reliability are validated server-side.
- Boards
Leaderboards rank only deterministic, server-verified runs.