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Southampton 1–1 Tottenham

← Premier League 2021-22 · Tue, Dec 28, 03:00 PM UTC · ref: A. Taylor

The betting picturemarket vs our model, market by market

“Market” = what bookmaker prices imply after removing their margin — the world's best guess. “Model” = 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) — it's never about picking the winner.

Who wins? (90 minutes)

OutcomeMarket saysModel saysBest priceVerdict
Tottenham win46%36%2.17fair
Draw28%47%3.50value: +64% ⚠
Southampton win25%17%3.77fair

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

Asian handicap

OutcomeMarket saysBest price
Southampton +0.555%1.78
Tottenham +0.545%2.16

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Under54%57%1.80fair
Over46%43%2.13fair

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

Timeline

13'🟨Kyle Walker-Peters · Southampton
25'⚽James Ward-Prowse · Southampton
27'🟨Mohammed Salisu · Southampton
39'🟨Mohammed Salisu · Southampton
39'🟥Mohammed Salisu · Southampton
41'⚽ (pen)Harry Kane · Tottenham
45'🟨Sergio Reguilón · Tottenham
51'🟨Adam Armstrong · Southampton
69'🟨Harry Winks · Tottenham

from ESPN event data · goals, cards and shootout kicks

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

Match stats

1Half-time score1
9Shots21
2On target11
3Corners7
15Fouls5
2Yellow cards2
1Red cards0

Pre-match form

What each side looked like walking in — computed only from games before this one.

MetricSouthamptonTottenham
accuracy ratio (last 10)0.350.33
accuracy ratio (last 3)0.450.42
accuracy ratio (last 5)0.420.40
blown lead rate (last 20)0.250.00
box share (last 5)0.530.74
cards avg (last 5)2.401.20
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueSt. Mary's Stadium
coach days1123.0057.00
comeback rate (last 20)0.000.05
congestion 21d3.003.00
conversion (last 5)0.120.18
corner diff avg (last 5)-1.001.60
corners against avg (last 5)5.804.60
corners for avg (last 5)4.806.20
corners volatility (last 10)2.533.12
defensive leak (last 5)0.160.03
dominance (last 5)0.510.57
elo1540.301668.40
elo momentum (last 5)12.7310.32
eye test v10.450.68
eye trend v10.380.62
first sub minute (last 10)64.3062.90
form points (last 5)6.0010.00
goal diff avg (last 5)-0.401.00
goals against avg (last 5)2.001.00
goals for avg (last 5)1.602.00
goals volatility (last 10)0.951.26
h2 goals (last 10)0.300.80
h2h win rate (last 5)0.400.60
ht lead rate (last 20)0.400.40
keeper form v10.590.69
league points20.0029.00
league rank14.005.00
matches since blank2.002.00
matches since clean sheet7.000.00
matches since win0.000.00
pass acc avg (last 5)70.0082.80
possession avg (last 5)42.4050.00
rest days2.002.00
scorer concentration0.270.44
season ppg1.111.81
shot diff avg (last 5)0.402.40
shots for avg (last 5)13.2013.60
skill v1-1.170.55
sot against avg (last 5)5.202.20
sot for avg (last 10)4.304.00
sot for avg (last 3)5.336.00
sot for avg (last 5)5.405.40
squad age26.5826.49
state index0.100.66
sterile dominance v1-1.21-0.05
threat rate (last 10)0.260.24
threat rate (last 3)0.300.31
threat rate (last 5)0.310.28
travel km—120.50
venue ppg (last 5)1.800.80