AI Predictions

Poisson match modelling and expected points, computed on the server

ID 1900182 –

Prediction engine active • computed on the server

Gameweek 7 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 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 1.58 xG
Fulham
15:00
Hull City
52% 26% draw 22%
1.71 xG Fulham favourites 1.06 xG
Man City
15:00
Ipswich Town
76% 16% draw 8%
2.59 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%
1.00 xG Arsenal favourites 1.56 xG

Monday 19 October

Spurs
20:00
Coventry City
53% 25% draw 22%
1.78 xG Spurs favourites 1.09 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.