6 versions
Penalty taking is recalculated over five seasons with a volume-aware conversion model and Spearman-stable technical inference for limited or absent attempts. Discipline is recalculated retrospectively across all five historical seasons and the frozen current-season snapshot using the revised foul, card-severity and dismissal hierarchy.
Restores the required five-season penalty evidence that was unavailable during the 27.3 baseline build, correcting the compressed penalty-taking distribution. This release also introduces cumulative regulation penalty updates: scored and failed penalties update PENALTIES, while penalties faced and provider-recorded saves update PENALTY_SAVING. Evidence is strongly shrunk for small samples, penalty shootouts are excluded, and all other evidence uses the same 27.3 cutoff. Community evidence is not active.
Adds the Bundesliga and Liga Portugal as the seventh and eighth tracked leagues. Historical domestic-league evidence from 2021-22 through 2025-26 was rebuilt across all eight leagues and current squads were frozen on 20 August 2026. Cumulative 2026-27 competitive evidence is applied only where a domestic season has begun: Liga Portugal is active, while the Bundesliga starts on 28 August and receives no active-season freshness or performance adjustment in this release. Community evidence is not active.
Adds Serie A as the sixth tracked league. Historical domestic-league evidence from 2021-22 through 2025-26 was rebuilt across all six leagues, current squads were frozen on 20 August 2026, and cumulative 2026-27 evidence was applied where a domestic season had begun. Serie A starts on 22 August, so it receives no active-season freshness or performance adjustment in this release. Community evidence is not active.
Review candidate. Overall and attributes use frozen cumulative domestic-league player-season totals with full-payload change detection. Freshness uses canonical league-season start/end windows, so pre-season time contributes zero; role fits are recalculated from updated attributes.
Initial five-league ratings release using Overall V1.3, Attributes V1.1 and Role Fit V1.2.2.