AI Predictions

Poisson match modelling and expected points, computed on the server

ID 1900182 –

Gameweek 13 Predictions

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Captain picks for GW13

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

Match Outcomes

10 Fixtures

Tuesday 1 December

Coventry City
20:00
Ipswich Town
41% 27% draw 31%
1.53 xG Coventry City favourites 1.30 xG

Wednesday 2 December

Chelsea
19:30
Crystal Palace
60% 23% draw 17%
2.02 xG Chelsea favourites 1.01 xG
Hull City
19:30
Nott'm Forest
32% 28% draw 39%
1.26 xG Nott'm Forest favourites 1.41 xG
Liverpool
19:30
Sunderland
61% 23% draw 16%
2.00 xG Liverpool strong favourites 0.95 xG
Man City
19:30
Leeds
62% 22% draw 15%
2.04 xG Man City strong favourites 0.92 xG
Aston Villa
20:15
Everton
46% 27% draw 27%
1.58 xG Aston Villa favourites 1.17 xG
Bournemouth
20:15
Brighton
39% 27% draw 34%
1.50 xG Too close to call 1.41 xG
Brentford
20:15
Arsenal
24% 27% draw 49%
1.06 xG Arsenal favourites 1.60 xG
Newcastle
20:15
Man Utd
41% 26% draw 33%
1.61 xG Newcastle favourites 1.43 xG

Thursday 3 December

Spurs
20:00
Fulham
43% 28% draw 29%
1.53 xG Spurs favourites 1.21 xG

Player Projections

GW13–17 · 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 Barry 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.