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Chelsea v Liverpool — Prediction, Odds & Stats

Saturday 4 October 2025 · ENG-Premier League · 2526

Premier League xG Prediction generated

2–1
1.24 – 2.06 xG
Shots
12 – 12
On target
6 – 2
Shots in box
6 – 8
xG per shot
0.10 – 0.17
Set-piece xG
0.07 – 0.00
Goals − xG
+0.76 – -1.06

AI prediction

ai-blend-oos No snapshot has been taken for this fixture yet; this is the stored price.
Chelsea win
37.8%
Draw
24.7%
Liverpool win
37.5%

Probabilities, not certainties. How they are made: the methodology.

Was this pick made in advance?
A model whose name ends -oos is out of sample: it was fitted only on matches played before this one, so its pick is a genuine forecast rather than hindsight. Anything without that suffix was fitted on all available data.

What the chances say

Chelsea are conceding more than the chances against them merit — 2.2 goals above expected, which tends to correct.

LLLLDWLWWL last 10 scored 13 from 14.4 xG conceded 21 from 18.8 xG

Liverpool are finishing above their chances — 2.8 goals more than expected across 10 matches, which usually cools off. They are also conceding fewer than expected — 2.3 goals saved beyond what the chances suggest.

WWWLDLDDDW last 10 scored 19 from 16.2 xG conceded 15 from 17.3 xG

Finishing swings far more than chance creation, so a gap this size usually narrows. Over ten matches it is suggestive, not settled — a genuinely elite finisher beats expected goals for years.

What the model said

ModelHome / Draw / Away Expected goalsLikeliest score O2.5BTTSOutcome
ai-blend-oos 1.57–1.56 0% 0% 0% Home ✓
dc-xg-oos 1.61–1.96 1-1 9% 69% 69% Away ✗

A model whose name ends -oos was produced by the walk-forward backtest: it was fitted only on matches played before this one, so the pick is genuinely out of sample.

Reading the xG timeline
Each step up is a shot; the height of the step is how good the chance was. Dots mark goals. A side whose line climbs steadily created chances all match. A side that scored while its line stayed flat took a rare chance — that is finishing luck, and it rarely repeats.

Expected goals by minute

0.00.61.21.72.30'15'30'45'60'75'90'Moisés Caicedo 13' — goalCody Gakpo 62' — goalEstêvão 95' — goal
Chelsea 1.24 xGLiverpool 2.06 xG
Reading the shot map
Each circle is a shot, placed where it was taken. Bigger means a better chance; filled circles are goals. Clusters near the goal mean a side worked good openings; lots of small circles far out means shooting from poor positions and hoping. Hover any circle for the player, minute and chance quality.

Shot map

Moisés Caicedo 13' — Goal (0.03 xG, Open Play)Dominik Szoboszlai 18' — Blocked Shot (0.46 xG, Open Play)Malo Gusto 25' — Missed Shot (0.02 xG, Set Piece)Alejandro Garnacho 37' — Shot On Post (0.04 xG, From Corner)Alexander Isak 43' — Missed Shot (0.23 xG, Open Play)Mohamed Salah 45' — Missed Shot (0.08 xG, Open Play)Ryan Gravenberch 50' — Saved Shot (0.02 xG, Open Play)João Pedro 51' — Blocked Shot (0.03 xG, Open Play)Mohamed Salah 52' — Missed Shot (0.11 xG, Open Play)Pedro Neto 58' — Blocked Shot (0.06 xG, Open Play)Cody Gakpo 62' — Goal (0.82 xG, Open Play)Andrew Robertson 68' — Blocked Shot (0.05 xG, Open Play)Alexis Mac Allister 70' — Blocked Shot (0.02 xG, Open Play)Marc Guiu 75' — Missed Shot (0.04 xG, Open Play)Dominik Szoboszlai 80' — Blocked Shot (0.02 xG, Open Play)Hugo Ekitike 80' — Blocked Shot (0.08 xG, Open Play)Estêvão 83' — Saved Shot (0.02 xG, Open Play)Jamie Bynoe-Gittens 83' — Saved Shot (0.02 xG, Open Play)Enzo Fernández 88' — Saved Shot (0.02 xG, From Corner)Moisés Caicedo 88' — Saved Shot (0.01 xG, Open Play)Dominik Szoboszlai 89' — Missed Shot (0.04 xG, Open Play)Enzo Fernández 90' — Shot On Post (0.32 xG, Open Play)Curtis Jones 93' — Missed Shot (0.12 xG, Open Play)Estêvão 95' — Goal (0.63 xG, Open Play)
Chelsea attacking right Liverpool attacking left Marker size is xG; filled markers are goals.

Every shot

MinTeamPlayerxG SituationBody partResultAssisted by
13' Chelsea Moisés Caicedo 0.03 Open Play Right Foot Goal Malo Gusto
18' Liverpool Dominik Szoboszlai 0.46 Open Play Right Foot Blocked Shot Cody Gakpo
25' Chelsea Malo Gusto 0.02 Set Piece Left Foot Missed Shot
37' Chelsea Alejandro Garnacho 0.04 From Corner Right Foot Shot On Post Marc Cucurella
43' Liverpool Alexander Isak 0.23 Open Play Missed Shot Mohamed Salah
45' Liverpool Mohamed Salah 0.08 Open Play Right Foot Missed Shot Florian Wirtz
50' Liverpool Ryan Gravenberch 0.02 Open Play Right Foot Saved Shot Mohamed Salah
51' Chelsea João Pedro 0.03 Open Play Right Foot Blocked Shot Enzo Fernández
52' Liverpool Mohamed Salah 0.11 Open Play Left Foot Missed Shot Alexis Mac Allister
58' Chelsea Pedro Neto 0.06 Open Play Blocked Shot Marc Cucurella
62' Liverpool Cody Gakpo 0.82 Open Play Right Foot Goal Alexander Isak
68' Liverpool Andrew Robertson 0.05 Open Play Right Foot Blocked Shot
70' Liverpool Alexis Mac Allister 0.02 Open Play Right Foot Blocked Shot Cody Gakpo
75' Chelsea Marc Guiu 0.04 Open Play Missed Shot Estêvão
80' Liverpool Dominik Szoboszlai 0.02 Open Play Left Foot Blocked Shot
80' Liverpool Hugo Ekitike 0.08 Open Play Left Foot Blocked Shot Cody Gakpo
83' Chelsea Estêvão 0.02 Open Play Left Foot Saved Shot
83' Chelsea Jamie Bynoe-Gittens 0.02 Open Play Right Foot Saved Shot Reece James
88' Chelsea Enzo Fernández 0.02 From Corner Saved Shot Reece James
88' Chelsea Moisés Caicedo 0.01 Open Play Right Foot Saved Shot
89' Liverpool Dominik Szoboszlai 0.04 Open Play Right Foot Missed Shot Mohamed Salah
90' Chelsea Enzo Fernández 0.32 Open Play Shot On Post Estêvão
93' Liverpool Curtis Jones 0.12 Open Play Right Foot Missed Shot Mohamed Salah
95' Chelsea Estêvão 0.63 Open Play Right Foot Goal Marc Cucurella

Players

Chelsea

PlayerMinGA ShKPxGxA xGChain
Enzo Fernández AMC 90 0 0 2 1 0.34 0.03 1.10
Moisés Caicedo DMC 90 1 0 2 0 0.04 0.00 1.05
Malo Gusto DMC 90 0 1 1 1 0.02 0.03 1.05
Robert Sánchez GK 90 0 0 0 0 0.00 0.00 0.98
Reece James DR 90 0 0 0 2 0.00 0.04 1.02
Marc Cucurella DL 90 0 1 0 3 0.00 0.72 1.04
Pedro Neto AMR 77 0 0 1 0 0.06 0.00 0.09
Alejandro Garnacho AML 77 0 0 1 0 0.04 0.00 0.06
João Pedro FW 76 0 0 1 0 0.03 0.00 0.03
Josh Acheampong DC 70 0 0 0 0 0.00 0.00 0.03
Benoit Badiashile Mukinayi DC 57 0 0 0 0 0.00 0.00 0.03
Romeo Lavia Sub 33 0 0 0 0 0.00 0.00 1.05
Jorrel Hato Sub 20 0 0 0 0 0.00 0.00 0.98
Marc Guiu Sub 14 0 0 1 0 0.04 0.00 0.04
Estêvão Sub 13 1 0 2 2 0.65 0.36 1.01
Jamie Bynoe-Gittens Sub 13 0 0 1 0 0.02 0.00 0.98

Liverpool

PlayerMinGA ShKPxGxA xGChain
Cody Gakpo AML 90 1 0 1 3 0.82 0.57 1.47
Dominik Szoboszlai AMC 90 0 0 3 0 0.52 0.00 0.98
Mohamed Salah AMR 90 0 0 2 4 0.19 0.41 0.60
Ryan Gravenberch DMC 90 0 0 1 0 0.02 0.00 0.14
Virgil van Dijk DC 90 0 0 0 0 0.00 0.00 0.00
Giorgi Mamardashvili GK 90 0 0 0 0 0.00 0.00 0.61
Alexis Mac Allister DMC 88 0 0 1 1 0.02 0.11 0.36
Alexander Isak FW 76 0 1 1 1 0.23 0.82 1.59
Ibrahima Konaté DC 58 0 0 0 0 0.00 0.00 0.00
Milos Kerkez DL 57 0 0 0 0 0.00 0.00 0.46
Conor Bradley DR 48 0 0 0 0 0.00 0.00 0.00
Florian Wirtz Sub 42 0 0 0 1 0.00 0.08 0.08
Andrew Robertson Sub 33 0 0 1 0 0.05 0.00 0.14
Curtis Jones Sub 32 0 0 1 0 0.12 0.00 0.12
Hugo Ekitike Sub 14 0 0 1 0 0.08 0.00 0.13
Wataru Endo Sub 2 0 0 0 0 0.00 0.00 0.12
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Match

What this page is for

One fixture in full. The model's probability for every market it prices, the prices stored against them, the teams expected to feature, and for a match already played, the shot map and the xG timeline.

How to read the shot map

Every shot is placed where it was taken and sized by its chance of being scored. A cluster of small marks from distance and a clean sheet is a side that was busy without ever threatening; two big marks and a defeat is a side that had the better of it and lost anyway. Both happen constantly, and both are invisible in the score.

How to read the xG timeline

The steps are chances as they arrived, so the shape shows who was on top and when. A flat line that jumps once near the end is a smash and grab.

Things to watch

The stored prediction is the one made before the match, kept deliberately so it can be judged afterwards. It is not re-fitted with hindsight.

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