Analytics and intelligence, bias modeling for the 3rd team on the field.
Ligue 1 referee × team matrix
This page cross-tabs Ligue 1 team records when each referee worked their games. The matrix covers 29 referees (last 5 seasons). Cells require 8+ games per cell. Use it to compare descriptive win-loss and scoring splits. Not predictions; sample gates are documented on the methodology page.
Penalty and scoring stats sourced from ESPN game summaries.
Standout official×team splits
Cells where a team's win rate with that official diverges sharply from their baseline in this sample. Descriptive only, not picks.
Related views
Browse official profiles or compare officials side by side.
Each cell shows that ref's approximate W-L with the team (not the team's overall record). The baseline row under each logo is the team's full sample W-L for coloring only. Cells need 8+ games for ranking colors; thinner samples show a muted record. Empty cells mean zero games together. Text color and a light tint compare ref×team win rate to the team baseline (±2 pts); splits at ±12 pts or more are standout outliers. Delta text and W-L are shown in every cell, not color alone. Click a team logo to rank the top and bottom 10 refs for that team; tap a cell or ref row to see the games behind that split. Historical splits only, not picks.
Most standout ranks refs by qualified splits (≥8 games per cell) that diverge from that team's sample baseline by ±12 percentage points or more. Thicker samples break ties; refs with only thin cells rank after qualified rows.
Scroll horizontally to compare all Ligue 1 teams. Baseline W-L sits under each logo; cell numbers are ref×team splits only.
