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Ligue 1 referee tendency rankings
Analytics and intelligence, bias modeling for the 3rd team on the field.
This page ranks Ligue 1 referees by scoring pace, whistle rate, and over frequency. It summarizes 29 official profiles from 1,363 games. Use the table to compare sample-gated historical tendencies. Descriptive analytics only, not betting advice.
This page summarizes historical referee patterns in Ligue 1 games, including scoring, cards shown, and how often games finished above a fixed benchmark.
These are historical associations, not predictions. They do not show that an official caused the scoring or cards shown differences. Not betting advice.
- Seasons covered
- 2021–2026 (5 seasons)
- Games analyzed
- 1,363
- Referees included
- 29
- Last updated
- 2026-07-30T03:13:31.446Z
League context
- Avg combined score
- 2.8
goals per game
-0.1 vs prior season
- Avg cards shown
- 21.6
per game
- Benchmark threshold
- 2.7
goals combined
Fixed reference for over/under rate
Notable official patterns
Recent high-confidence patterns
- Mathieu Vernice
Whistle
Heaviest cards ref
+2.7Whistle delta vs avg
Games officiated by Mathieu Vernice have averaged 2.7 more cards shown than the league average.
- Eric Wattellier
Whistle
Lightest cards ref
-3.0Whistle delta vs avg
Games officiated by Eric Wattellier have averaged 3.0 fewer cards shown than the league average.
| # | Details | Official | Signal | ||||
|---|---|---|---|---|---|---|---|
| 1 | Notable league deviation | 79 | +17.9% | -3.0 | 62.0% | ||
| 2 | Within typical league range | 74 | +10.7% | -0.9 | 62.2% | ||
| 3 | Within typical league range | 79 | +7.1% | +1.1 | 51.9% | ||
| 4 | Within typical league range | 76 | +7.1% | -0.3 | 56.6% | ||
| 5 | Within typical league range | 78 | +7.1% | -1.4 | 62.8% |