Checklist

  1. Pin this pack id.
  2. Use the same year / league / patch filters as the post.
  3. Ratings: keep the team model, Player Dual Elo, and the role-specific 15-minute resource-performance artifacts separate. The latter includes its exact estimand, non-estimands, fit-through date, model hash, and compact frozen-test evidence; it is not a general player-skill rating.
  4. The composition artifact is included after its manifest hash reconciled with the runtime hash. It reproduces a withheld candidate, not a passing probability model.
  5. Void grubs: use only the validated current-mechanics article JSON.

Data

Ratings

Article input

Composition model

Power users

Immutable manifest: v2026.07.27.1030/manifest.json. Pipeline & rebuild: github.com/koimari/scryglass.

Attribution

Rows derive from Oracle's Elixir public match data. Obtain the raw CSVs from Oracle's Elixir; Scryglass canonicalizes identities and competition labels. Ratings, validation, and calibration are Scryglass calculations.