AI Predictions

Poisson match modelling and expected points, computed on the server

ID 1900182 –

Prediction engine active • computed on the server

Gameweek 6 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

Saturday 10 October

Arsenal
12:30
Leeds
64% 23% draw 13%
1.95 xG Arsenal strong favourites 0.78 xG
Aston Villa
15:00
Brentford
45% 27% draw 29%
1.64 xG Aston Villa favourites 1.27 xG
Chelsea
15:00
Bournemouth
54% 24% draw 22%
1.90 xG Chelsea favourites 1.15 xG
Ipswich Town
15:00
Fulham
31% 27% draw 41%
1.31 xG Fulham favourites 1.53 xG
Sunderland
15:00
Brighton
34% 28% draw 38%
1.32 xG Too close to call 1.40 xG
Man Utd
17:30
Spurs
58% 23% draw 19%
2.02 xG Man Utd favourites 1.10 xG

Sunday 11 October

Crystal Palace
14:00
Nott'm Forest
37% 28% draw 35%
1.36 xG Too close to call 1.31 xG
Hull City
14:00
Everton
30% 28% draw 42%
1.22 xG Everton favourites 1.48 xG
Liverpool
16:30
Man City
37% 27% draw 36%
1.48 xG Too close to call 1.46 xG

Monday 12 October

Coventry City
20:00
Newcastle
27% 26% draw 47%
1.22 xG Newcastle favourites 1.67 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.