AI Predictions

Poisson match modelling and expected points, computed on the server

ID 1900182 –

Gameweek 15 Predictions

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Captain picks for GW15

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

Match Outcomes

10 Fixtures

Saturday 12 December

Fulham
15:00
Brentford
34% 28% draw 38%
1.34 xG Too close to call 1.43 xG
Ipswich Town
15:00
Newcastle
30% 26% draw 44%
1.34 xG Newcastle favourites 1.67 xG
Liverpool
15:00
Leeds
58% 24% draw 18%
1.91 xG Liverpool favourites 1.00 xG
Man City
17:30
Chelsea
55% 24% draw 21%
1.93 xG Man City favourites 1.12 xG

Sunday 13 December

Arsenal
14:00
Bournemouth
57% 25% draw 18%
1.80 xG Arsenal favourites 0.94 xG
Brighton
14:00
Everton
55% 25% draw 20%
1.82 xG Brighton favourites 1.02 xG
Sunderland
14:00
Nott'm Forest
36% 29% draw 35%
1.31 xG Too close to call 1.29 xG
Coventry City
16:30
Aston Villa
29% 27% draw 43%
1.23 xG Aston Villa favourites 1.54 xG
Crystal Palace
19:00
Man Utd
32% 27% draw 42%
1.34 xG Man Utd favourites 1.57 xG

Monday 14 December

Hull City
20:00
Spurs
30% 28% draw 42%
1.24 xG Spurs favourites 1.49 xG

Player Projections

GW15 · 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.