AI Predictions

Poisson match modelling and expected points, computed on the server

ID 1900182 –

Prediction engine active • computed on the server

Gameweek 2 Predictions

A Poisson goal model forecasts every fixture; the xPts engine scores every player from their per-90 rates, expected minutes and fixture difficulty.

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Match Outcomes

10 Fixtures

Friday 28 August

Crystal Palace
20:00
Man City
24% 26% draw 50%
1.12 xG Man City favourites 1.72 xG

Saturday 29 August

Liverpool
12:30
Nott'm Forest
61% 22% draw 16%
2.07 xG Liverpool strong favourites 0.99 xG
Bournemouth
15:00
Everton
47% 27% draw 26%
1.64 xG Bournemouth favourites 1.16 xG
Coventry City
15:00
Hull City
43% 27% draw 30%
1.55 xG Coventry City favourites 1.27 xG
Spurs
17:30
Newcastle
41% 26% draw 33%
1.62 xG Spurs favourites 1.44 xG

Sunday 30 August

Chelsea
14:00
Brighton
53% 25% draw 22%
1.87 xG Chelsea favourites 1.14 xG
Leeds
14:00
Brentford
35% 28% draw 37%
1.36 xG Too close to call 1.41 xG
Sunderland
14:00
Fulham
35% 29% draw 36%
1.31 xG Too close to call 1.33 xG
Man Utd
16:30
Ipswich Town
68% 20% draw 12%
2.31 xG Man Utd strong favourites 0.90 xG

Monday 31 August

Aston Villa
20:00
Arsenal
25% 27% draw 48%
1.11 xG Arsenal favourites 1.60 xG

Player Projections

Top 20

How these numbers are produced

Match outcomes

Attack and defence ratings are fitted for every club from three seasons of real matches — expected goals, shots on target and the closing betting market — weighted towards recent form and pulled back towards the league average where the evidence is thin. Those set an expected goal rate for both sides, and summing a Poisson grid over every scoreline gives the home / draw / away probabilities, with a correction for how much more often real football ends 0-0 and 1-1 than independence predicts. A club with no top-flight record yet falls back to FPL's own strength ratings.

Player expected points

Per-90 rates for goals, assists, saves, bonus and cards are scored against the real FPL points rules — a clean sheet is the opponent's own goal rate failing to produce a goal, and the conceded deduction is the expected value of the rule rather than half the expected goals. Early in a season those rates are shrunk towards the player's previous season, so one quiet opener does not become his level. That structural estimate is blended with a form prior and with FPL's own next-gameweek estimate, weighted by how much of a record there is to read.