AI Predictions

Poisson match modelling and expected points, computed on the server

ID 1900182 –

Prediction engine active • computed on the server

Gameweek 11 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 21 November

Man City
12:30
Fulham
64% 22% draw 14%
2.11 xG Man City strong favourites 0.89 xG
Aston Villa
15:00
Sunderland
48% 27% draw 25%
1.62 xG Aston Villa favourites 1.11 xG
Bournemouth
15:00
Nott'm Forest
46% 27% draw 27%
1.63 xG Bournemouth favourites 1.22 xG
Chelsea
15:00
Leeds
56% 25% draw 20%
1.87 xG Chelsea favourites 1.04 xG
Coventry City
15:00
Crystal Palace
31% 28% draw 41%
1.26 xG Crystal Palace favourites 1.49 xG
Spurs
15:00
Ipswich Town
52% 25% draw 23%
1.82 xG Spurs favourites 1.15 xG
Newcastle
17:30
Arsenal
25% 27% draw 47%
1.10 xG Arsenal favourites 1.59 xG

Sunday 22 November

Hull City
14:00
Brighton
24% 26% draw 50%
1.15 xG Brighton favourites 1.74 xG
Liverpool
16:30
Man Utd
50% 25% draw 26%
1.84 xG Liverpool favourites 1.28 xG

Monday 23 November

Brentford
20:00
Everton
46% 27% draw 27%
1.61 xG Brentford favourites 1.18 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.