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West Ham 1–1 Tottenham

← Premier League 2023-24 Β· Tue, Apr 2, 07:15 PM UTC Β· ref: J. Brooks

The betting picturemarket vs our model, market by market

β€œMarket” = what bookmaker prices imply after removing their margin β€” the world's best guess. β€œModel” = what our machine-learning model said BEFORE this game, replayed honestly (it never saw the result). A bet is only interesting when the model sees something meaningfully more likely than the market does (the edge) β€” it's never about picking the winner.

Who wins? (90 minutes)

OutcomeMarket saysModel saysBest priceVerdict
Tottenham win48%50%2.00fair
West Ham win29%28%3.47fair
Draw23%22%4.26fair

across 3 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

Asian handicap

OutcomeMarket saysBest price
West Ham +0.551%1.93
Tottenham +0.549%2.00

across 2 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over68%65%1.42fair
Under32%35%3.00value: +4%

across 2 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

Timeline

5'⚽Brennan Johnson · Tottenham
19'⚽Kurt Zouma · West Ham
44'🟨Micky van de Ven · Tottenham
53'🟨Michail Antonio · West Ham
61'🟨Rodrigo Bentancur · Tottenham
74'🟨Brennan Johnson · Tottenham
89'🟨Cristian Romero · Tottenham

from ESPN event data Β· goals, cards and shootout kicks

The match in numberswhat happened + what each side looked like walking in

Match stats

1Half-time score1
11Shots13
4On target4
9Corners5
13Fouls9
1Yellow cards4
0Red cards0

Pre-match form

What each side looked like walking in β€” computed only from games before this one.

MetricWest HamTottenham
accuracy ratio (last 10)0.330.40
accuracy ratio (last 3)0.470.38
accuracy ratio (last 5)0.370.37
blown lead rate (last 20)0.200.15
box share (last 5)0.810.80
cards avg (last 5)1.201.60
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueLondon Stadium
coach days1584.00276.00
comeback rate (last 20)0.050.15
congestion 21d3.002.00
conversion (last 5)0.190.17
corner diff avg (last 5)0.402.40
corners against avg (last 5)4.604.20
corners for avg (last 5)5.006.60
corners volatility (last 10)2.173.51
defensive leak (last 5)0.120.15
dominance (last 5)0.470.60
elo1860.511939.36
elo momentum (last 5)-14.64-3.73
eye test v10.610.73
eye trend v10.31-0.23
first sub minute (last 10)β€”57.90
form points (last 5)5.009.00
goal diff avg (last 5)0.600.60
goals against avg (last 5)1.601.40
goals for avg (last 5)2.202.00
goals volatility (last 10)1.871.14
h2 goals (last 10)1.001.80
h2h win rate (last 5)0.500.50
ht lead rate (last 20)0.350.35
keeper form v10.710.67
league points44.0056.00
league rank7.005.00
matches since blank4.001.00
matches since clean sheet2.002.00
matches since win2.000.00
pass acc avg (last 5)76.8087.60
possession avg (last 5)40.8069.00
rest days3.283.18
scorer concentration0.330.25
season ppg1.471.93
shot diff avg (last 5)-2.004.00
shots for avg (last 5)14.8013.80
skill v1-0.092.00
solidity v1-0.400.22
sot against avg (last 5)5.003.80
sot for avg (last 10)4.205.30
sot for avg (last 3)5.334.67
sot for avg (last 5)4.804.80
squad age29.0825.72
state index0.681.07
sterile dominance v1-1.261.77
threat rate (last 10)0.320.22
threat rate (last 3)0.320.21
threat rate (last 5)0.350.20
travel kmβ€”9.80
venue ppg (last 5)1.601.00
xg against avg (last 5)1.451.24
xg for avg (last 5)1.842.10