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Liverpool v Tottenham Hotspur — Prediction, Odds & Stats

Sunday 15 March 2026 · ENG-Premier League · 2526

Premier League xG Prediction generated

1–1
1.30 – 1.16 xG
Shots
17 – 13
On target
4 – 7
Shots in box
10 – 7
xG per shot
0.08 – 0.09
Set-piece xG
0.04 – 0.15
Goals − xG
-0.30 – -0.16

AI prediction

ai-blend-oos No snapshot has been taken for this fixture yet; this is the stored price.
Liverpool win
59.7%
Draw
23.8%
Tottenham Hotspur win
16.4%

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

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

Tottenham Hotspur are finishing sharply below their chances — 5.2 goals fewer than expected across 10 matches, despite creating the openings.

LDWWDLWLLD last 10 scored 8 from 13.2 xG conceded 12 from 13.4 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 2.09–1.04 0% 0% 0% Home ✗
dc-xg-oos 2.28–1.00 2-0 10% 64% 57% Home ✗

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

0.00.40.71.11.50'15'30'45'60'75'90'Dominik Szoboszlai 17' — goalRicharlison 89' — goal
Liverpool 1.30 xGTottenham Hotspur 1.16 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

Cody Gakpo 9' — Missed Shot (0.06 xG, Open Play)Souza 11' — Saved Shot (0.01 xG, Open Play)Djed Spence 15' — Blocked Shot (0.02 xG, Open Play)Dominik Szoboszlai 17' — Goal (0.04 xG, Direct Freekick)Ryan Gravenberch 20' — Missed Shot (0.06 xG, Open Play)Cody Gakpo 25' — Blocked Shot (0.03 xG, Open Play)Rio Ngumoha 33' — Blocked Shot (0.09 xG, Open Play)Cody Gakpo 35' — Saved Shot (0.11 xG, Open Play)Richarlison 44' — Missed Shot (0.34 xG, Open Play)Richarlison 47' — Saved Shot (0.06 xG, From Corner)Rio Ngumoha 50' — Missed Shot (0.08 xG, Open Play)Rio Ngumoha 52' — Saved Shot (0.03 xG, Open Play)Richarlison 54' — Saved Shot (0.07 xG, Open Play)Xavi Simons 55' — Blocked Shot (0.04 xG, From Corner)Dominik Szoboszlai 56' — Blocked Shot (0.01 xG, Open Play)Xavi Simons 56' — Missed Shot (0.02 xG, From Corner)Hugo Ekitike 67' — Missed Shot (0.12 xG, Open Play)Richarlison 67' — Saved Shot (0.04 xG, Open Play)Mohamed Salah 68' — Blocked Shot (0.10 xG, Open Play)Mohamed Salah 72' — Missed Shot (0.12 xG, Open Play)Djed Spence 73' — Saved Shot (0.03 xG, Open Play)Mathys Tel 74' — Blocked Shot (0.05 xG, Open Play)Mohamed Salah 76' — Missed Shot (0.06 xG, Open Play)Andrew Robertson 77' — Blocked Shot (0.08 xG, Open Play)Ryan Gravenberch 77' — Saved Shot (0.12 xG, Open Play)Dominik Szoboszlai 84' — Missed Shot (0.03 xG, Open Play)Xavi Simons 87' — Saved Shot (0.02 xG, Open Play)Richarlison 89' — Goal (0.41 xG, Open Play)Hugo Ekitike 95' — Blocked Shot (0.15 xG, Open Play)Pedro Porro 95' — Missed Shot (0.04 xG, From Corner)
Liverpool attacking right Tottenham Hotspur attacking left Marker size is xG; filled markers are goals.

Every shot

MinTeamPlayerxG SituationBody partResultAssisted by
9' Liverpool Cody Gakpo 0.06 Open Play Left Foot Missed Shot Florian Wirtz
11' Tottenham Hotspur Souza 0.01 Open Play Left Foot Saved Shot
15' Tottenham Hotspur Djed Spence 0.02 Open Play Right Foot Blocked Shot Mathys Tel
17' Liverpool Dominik Szoboszlai 0.04 Direct Freekick Right Foot Goal
20' Liverpool Ryan Gravenberch 0.06 Open Play Right Foot Missed Shot Virgil van Dijk
25' Liverpool Cody Gakpo 0.03 Open Play Right Foot Blocked Shot Alexis Mac Allister
33' Liverpool Rio Ngumoha 0.09 Open Play Left Foot Blocked Shot Florian Wirtz
35' Liverpool Cody Gakpo 0.11 Open Play Right Foot Saved Shot Alexis Mac Allister
44' Tottenham Hotspur Richarlison 0.34 Open Play Missed Shot Mathys Tel
47' Tottenham Hotspur Richarlison 0.06 From Corner Saved Shot Mathys Tel
50' Liverpool Rio Ngumoha 0.08 Open Play Right Foot Missed Shot
52' Liverpool Rio Ngumoha 0.03 Open Play Right Foot Saved Shot Florian Wirtz
54' Tottenham Hotspur Richarlison 0.07 Open Play Left Foot Saved Shot Guglielmo Vicario
55' Tottenham Hotspur Xavi Simons 0.04 From Corner Right Foot Blocked Shot
56' Liverpool Dominik Szoboszlai 0.01 Open Play Right Foot Blocked Shot Florian Wirtz
56' Tottenham Hotspur Xavi Simons 0.02 From Corner Missed Shot Richarlison
67' Liverpool Hugo Ekitike 0.12 Open Play Left Foot Missed Shot Mohamed Salah
67' Tottenham Hotspur Richarlison 0.04 Open Play Right Foot Saved Shot
68' Liverpool Mohamed Salah 0.10 Open Play Left Foot Blocked Shot Hugo Ekitike
72' Liverpool Mohamed Salah 0.12 Open Play Right Foot Missed Shot
73' Tottenham Hotspur Djed Spence 0.03 Open Play Right Foot Saved Shot Xavi Simons
74' Tottenham Hotspur Mathys Tel 0.05 Open Play Right Foot Blocked Shot Djed Spence
76' Liverpool Mohamed Salah 0.06 Open Play Left Foot Missed Shot Cody Gakpo
77' Liverpool Andrew Robertson 0.08 Open Play Blocked Shot Mohamed Salah
77' Liverpool Ryan Gravenberch 0.12 Open Play Left Foot Saved Shot
84' Liverpool Dominik Szoboszlai 0.03 Open Play Left Foot Missed Shot
87' Tottenham Hotspur Xavi Simons 0.02 Open Play Right Foot Saved Shot Archie Gray
89' Tottenham Hotspur Richarlison 0.41 Open Play Right Foot Goal Randal Kolo Muani
95' Liverpool Hugo Ekitike 0.15 Open Play Right Foot Blocked Shot Federico Chiesa
95' Tottenham Hotspur Pedro Porro 0.04 From Corner Right Foot Missed Shot

Players

Tottenham Hotspur

PlayerMinGA ShKPxGxA xGChain
Richarlison FW 90 1 0 5 1 0.93 0.02 0.89
Pedro Porro DR 90 0 0 1 0 0.04 0.00 0.07
Kevin Danso DC 90 0 0 0 0 0.00 0.00 0.12
Guglielmo Vicario GK 90 0 0 0 1 0.00 0.07 0.45
Pape Sarr MC 90 0 0 0 0 0.00 0.00 0.02
Radu Dragusin DC 90 0 0 0 0 0.00 0.00 0.03
Dominic Solanke FW 90 0 0 0 0 0.00 0.00 0.36
Archie Gray MC 90 0 0 0 1 0.00 0.02 0.16
Djed Spence DL 78 0 0 2 1 0.05 0.05 0.10
Mathys Tel ML 77 0 0 1 3 0.05 0.43 0.41
Souza MR 58 0 0 1 0 0.01 0.00 0.36
Xavi Simons Sub 32 0 0 3 1 0.07 0.03 0.05
Randal Kolo Muani Sub 13 0 1 0 1 0.00 0.41 0.41
Callum Olusesi Sub 12 0 0 0 0 0.00 0.00 0.00
James Rowswell Sub 1 0 0 0 0 0.00 0.00 0.00

Liverpool

PlayerMinGA ShKPxGxA xGChain
Ryan Gravenberch DMC 90 0 0 2 0 0.18 0.00 0.53
Dominik Szoboszlai DR 90 1 0 3 0 0.09 0.00 0.54
Andrew Robertson DL 90 0 0 1 0 0.08 0.00 0.09
Virgil van Dijk DC 90 0 0 0 1 0.00 0.06 0.31
Alisson GK 90 0 0 0 0 0.00 0.00 0.12
Alexis Mac Allister DMC 90 0 0 0 2 0.00 0.14 0.24
Joseph Gomez DC 90 0 0 0 0 0.00 0.00 0.06
Cody Gakpo FW 85 0 0 3 1 0.20 0.06 0.44
Rio Ngumoha AML 66 0 0 3 0 0.20 0.00 0.24
Jeremie Frimpong AMR 66 0 0 0 0 0.00 0.00 0.03
Florian Wirtz AMC 66 0 0 0 4 0.00 0.19 0.22
Mohamed Salah Sub 24 0 0 3 2 0.29 0.20 0.60
Hugo Ekitike Sub 24 0 0 2 1 0.27 0.10 0.49
Curtis Jones Sub 24 0 0 0 0 0.00 0.00 0.12
Treymaurice Nyoni Sub 5 0 0 0 0 0.00 0.00 0.00
Federico Chiesa Sub 1 0 0 0 1 0.00 0.15 0.15
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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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