← Ligue 1 games
Ligue 1 scoring and whistle trends
Analytics and intelligence, bias modeling for the 3rd team on the field.
This page tracks multi-season Ligue 1 scoring and cards shown trends against league baselines. Figures come from 1,363 games with season scope controls below. Expect descriptive trend tables and narratives, not forecasts or picks.
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.
2025-26 vs 2024-25: league scoring and whistle context
08/16League scoring held steady year over year (2024-25 to 2025-26). Cards fell (-0.5 cards).
| Season | Matches | Avg goals | Avg cards |
|---|---|---|---|
| 2021-22 | 380 | 2.8 | 20.2 |
| 2022-23 | 380 | 2.9 | 21.5 |
| 2023-24 | 380 | 3.3 | 22.1 |
| 2024-25 | 380 | 2.9 | 22.1 |
| 2025-26 | 380 | 2.8 | 21.6 |