AI Predictions

Poisson match modelling and expected points, computed on the server

ID 1900182 –

Gameweek 14 Predictions

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Captain picks for GW14

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

Match Outcomes

10 Fixtures

Saturday 5 December

Chelsea
12:30
Liverpool
41% 27% draw 32%
1.58 xG Chelsea favourites 1.38 xG
Aston Villa
15:00
Crystal Palace
51% 26% draw 23%
1.76 xG Aston Villa favourites 1.12 xG
Bournemouth
15:00
Hull City
59% 24% draw 17%
1.96 xG Bournemouth favourites 0.98 xG
Leeds
15:00
Ipswich Town
55% 25% draw 20%
1.85 xG Leeds favourites 1.06 xG
Man Utd
15:00
Coventry City
60% 23% draw 17%
2.02 xG Man Utd favourites 1.00 xG
Nott'm Forest
17:30
Brighton
35% 28% draw 37%
1.38 xG Too close to call 1.43 xG
Brentford
20:00
Man City
26% 26% draw 48%
1.23 xG Man City favourites 1.73 xG

Sunday 6 December

Everton
14:00
Fulham
42% 28% draw 30%
1.45 xG Everton favourites 1.19 xG
Newcastle
14:00
Sunderland
49% 26% draw 25%
1.70 xG Newcastle favourites 1.16 xG
Spurs
16:30
Arsenal
23% 27% draw 50%
1.02 xG Arsenal favourites 1.60 xG

Player Projections

GW14–18 · 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.