Premier League
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 | Manchester City FC | 95.2% | — | |
| 2 | Arsenal | 89.7% | — | |
| 3 | Man United | 60.1% | 0.1% | |
| 4 | Brighton | 43.1% | 0.1% | |
| 5 | Liverpool | 30.1% | 0.3% | |
| 6 | Brentford | 19.9% | 0.7% | |
| 7 | Ipswich | 16.3% | 1.2% | |
| 8 | Coventry | 10.6% | 1.6% | |
| 9 | Hull | 8.2% | 2.1% | |
| 10 | Nott'm Forest | 7% | 2.8% | |
| 11 | Leeds United FC | 6.9% | 2.5% | |
| 12 | Everton | 4.7% | 3.8% | |
| 13 | AFC Bournemouth | 4.8% | 4.6% | |
| 14 | Newcastle | 1.5% | 12.2% | |
| 15 | Chelsea FC | 1% | 15.8% |
Model Reasoning
Manchester City FC (55% to win the league)
• Manchester City FC hold a narrow 3-point lead with 33 matches remaining — it's very tight.
• Manchester City FC are among the top-rated teams in the model, boosting their chances in simulated fixtures.
• There's high variance: Manchester City FC finish anywhere from 64 to 88 points across simulations.
• Manchester City FC face a mixed run-in with a balance of tough and easier fixtures.
Projected finish: 76 points (avg position: 1.8)
Arsenal (31% to win the league)
• Arsenal are among the top-rated teams in the model, boosting their chances in simulated fixtures.
• Arsenal are 3 points behind the leader with 33 matches left — within striking distance.
• There's high variance: Arsenal finish anywhere from 60 to 84 points across simulations.
• Arsenal face a mixed run-in with a balance of tough and easier fixtures.
Projected finish: 72 points (avg position: 2.5)
Man United (6% to win the league)
• Man United are 10 points adrift — only a remarkable run would close the gap.
• Man United are among the top-rated teams in the model, boosting their chances in simulated fixtures.
• There's high variance: Man United finish anywhere from 53 to 76 points across simulations.
• Man United face a mixed run-in with a balance of tough and easier fixtures.
Projected finish: 65 points (avg position: 4.6)
Brighton (3% to win the league)
• Brighton are among the top-rated teams in the model, boosting their chances in simulated fixtures.
• Brighton trail by 5 points — they need results to go their way.
• There's high variance: Brighton finish anywhere from 49 to 74 points across simulations.
• Brighton face a mixed run-in with a balance of tough and easier fixtures.
Projected finish: 62 points (avg position: 5.7)
Liverpool (2% to win the league)
• Liverpool trail by 6 points — they need results to go their way.
• Liverpool are among the top-rated teams in the model, boosting their chances in simulated fixtures.
• There's high variance: Liverpool finish anywhere from 48 to 72 points across simulations.
• Liverpool face a mixed run-in with a balance of tough and easier fixtures.
Projected finish: 60 points (avg position: 6.7)