Ligue 1
Probability Evolution
Based on 10,000 Monte Carlo simulations per snapshot. Shows top teams; others grouped.
Current Probabilities
| # | Team | Win League | Top 4 | Relegation |
|---|---|---|---|---|
| 1 | Lens | 69.5% | — | |
| 2 | Marseille | 49.2% | — | |
| 3 | Lyon | 70.2% | — | |
| 4 | Monaco | 51.5% | — | |
| 5 | Lille | 48.7% | — | |
| 6 | Rennes | 28.9% | 1.7% | |
| 7 | Paris SG | 21.1% | 2.4% | |
| 8 | Brest | 15.7% | 3.8% | |
| 9 | Paris FC | 17.4% | 1.8% | |
| 10 | Le Mans FC | 8.6% | 8.3% | |
| 11 | Lorient | 12.8% | 2.6% |
Model Reasoning
Lens (37% to win the league)
• Lens's remaining schedule is favourable — 100% of their matches are against bottom-half teams.
• Lens are among the top-rated teams in the model, boosting their chances in simulated fixtures.
• Simulations show a tight range: Lens finish with 3–6 points in 90% of scenarios.
• Lens are level on points with the leaders — everything to play for.
Projected finish: 5 points (avg position: 3.5)
Marseille (22% to win the league)
• Marseille have a difficult run-in — 100% of their remaining matches are against top-half sides.
• Simulations show a tight range: Marseille finish with 3–6 points in 90% of scenarios.
• Marseille sit in the middle of the model's team ratings.
Projected finish: 4 points (avg position: 4.7)
Lyon (18% to win the league)
• Lyon's remaining schedule is favourable — 100% of their matches are against bottom-half teams.
• Lyon are among the top-rated teams in the model, boosting their chances in simulated fixtures.
• Simulations show a tight range: Lyon finish with 3–6 points in 90% of scenarios.
• Lyon are level on points with the leaders — everything to play for.
Projected finish: 5 points (avg position: 3.7)
Monaco (15% to win the league)
• Monaco have a difficult run-in — 100% of their remaining matches are against top-half sides.
• Simulations show a tight range: Monaco finish with 3–6 points in 90% of scenarios.
• Monaco are level on points with the leaders — everything to play for.
• Monaco sit in the middle of the model's team ratings.
Projected finish: 5 points (avg position: 4.8)
Lille (8% to win the league)
• Lille have a difficult run-in — 100% of their remaining matches are against top-half sides.
• Lille are among the top-rated teams in the model, boosting their chances in simulated fixtures.
• Simulations show a tight range: Lille finish with 3–6 points in 90% of scenarios.
• Lille are level on points with the leaders — everything to play for.
Projected finish: 4 points (avg position: 5.4)