AI Predictions

Poisson match modelling and expected points, computed on the server

ID 1900182 –

Gameweek 7 Predictions

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Captain picks for GW7

Chance of a goal or assist, from the model's expected goals and assists

Match Outcomes

10 Fixtures

Saturday 17 October

Everton
12:30
Chelsea
34% 28% draw 38%
1.36 xG Too close to call 1.44 xG
Brentford
15:00
Liverpool
34% 26% draw 40%
1.44 xG Liverpool favourites 1.57 xG
Fulham
15:00
Hull City
52% 26% draw 22%
1.71 xG Fulham favourites 1.06 xG
Man City
15:00
Ipswich Town
75% 16% draw 8%
2.58 xG Man City strong favourites 0.78 xG
Newcastle
17:30
Aston Villa
46% 26% draw 28%
1.69 xG Newcastle favourites 1.28 xG

Sunday 18 October

Bournemouth
14:00
Sunderland
49% 27% draw 25%
1.66 xG Bournemouth favourites 1.13 xG
Brighton
14:00
Crystal Palace
50% 26% draw 24%
1.72 xG Brighton favourites 1.13 xG
Leeds
14:00
Man Utd
34% 27% draw 39%
1.37 xG Too close to call 1.47 xG
Nott'm Forest
16:30
Arsenal
23% 28% draw 49%
1.01 xG Arsenal favourites 1.56 xG

Monday 19 October

Spurs
20:00
Coventry City
52% 26% draw 22%
1.78 xG Spurs favourites 1.09 xG

Player Projections

GW7 · Top 25

How did we do in GW10?

Our top 10, as predicted before the deadline, against what they scored

Our top 10 averaged 5.4 points, against 2.9 for the average player who played. The week's top scorer was Alysson with 16.

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, and then half-and-half with the player's own points per gameweek so far — the mix that ranked players best when past predictions were scored against what actually happened. Expected minutes lean on the last three gameweeks, so a player who has just been dropped stops looking like a starter.