AI Predictions

Poisson match modelling and expected points, computed on the server

ID 1900182 –

Prediction engine active • computed on the server

Gameweek 10 Predictions

A Poisson goal model forecasts every fixture; the xPts engine scores every player from their per-90 rates, expected minutes and fixture difficulty.

Prev Gameweek 10 Next

Match Outcomes

10 Fixtures

Friday 6 November

Everton
20:00
Coventry City
56% 25% draw 19%
1.82 xG Everton favourites 0.99 xG

Saturday 7 November

Leeds
12:30
Spurs
44% 27% draw 29%
1.58 xG Leeds favourites 1.23 xG
Arsenal
15:00
Hull City
74% 18% draw 8%
2.33 xG Arsenal strong favourites 0.68 xG
Fulham
15:00
Newcastle
35% 28% draw 37%
1.39 xG Too close to call 1.44 xG
Nott'm Forest
17:30
Man City
25% 26% draw 49%
1.14 xG Man City favourites 1.68 xG

Sunday 8 November

Brighton
14:00
Brentford
48% 26% draw 26%
1.71 xG Brighton favourites 1.22 xG
Crystal Palace
14:00
Liverpool
26% 26% draw 47%
1.22 xG Liverpool favourites 1.70 xG
Ipswich Town
14:00
Bournemouth
29% 26% draw 45%
1.30 xG Bournemouth favourites 1.67 xG
Sunderland
14:00
Chelsea
33% 28% draw 39%
1.30 xG Chelsea favourites 1.45 xG
Man Utd
16:30
Aston Villa
54% 24% draw 21%
1.91 xG Man Utd favourites 1.13 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.