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Middlesbrough 2–1 Southampton

← EFL Championship 2023-24 Β· Sat, Sep 23, 02:00 PM UTC Β· ref: T. Robinson

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
Middlesbrough win43%61%2.21value: +34% ⚠
Southampton win31%23%3.26fair
Draw27%17%3.71fair

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

Asian handicap

OutcomeMarket saysBest price
Middlesbrough βˆ’0.2551%1.93
Southampton βˆ’0.2549%1.99

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

Will there be 3 or more goals?

OutcomeMarket saysBest price
Over57%1.70
Under43%2.24

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

Timeline

17'⚽Adam Armstrong · Southampton
44'⚽Riley McGree · Middlesbrough
53'🟨Isaiah Jones · Middlesbrough
58'🟨Hayden Hackney · Middlesbrough
66'⚽ (pen)Jonathan Howson · Middlesbrough
90'🟨Tommy Smith · Middlesbrough

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
14Shots15
5On target5
5Corners7
16Fouls7
3Yellow cards0
0Red cards0

Pre-match form

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

MetricMiddlesbroughSouthampton
accuracy ratio (last 10)0.280.34
accuracy ratio (last 3)0.390.27
accuracy ratio (last 5)0.350.34
blown lead rate (last 20)0.100.10
box share (last 5)0.680.55
cards avg (last 5)1.403.00
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueRiverside Stadium
coach days357.0084.00
comeback rate (last 20)0.100.00
congestion 21d3.002.00
conversion (last 5)0.070.09
corner diff avg (last 5)0.804.20
corners against avg (last 5)5.003.80
corners for avg (last 5)5.808.00
corners volatility (last 10)3.033.92
defensive leak (last 5)0.210.16
dominance (last 5)0.580.49
elo1610.531630.82
elo momentum (last 5)-48.70-27.95
eye test v10.950.34
eye trend v10.78-0.33
first sub minute (last 10)62.4052.70
form points (last 5)2.006.00
goal diff avg (last 5)-1.00-1.40
goals against avg (last 5)2.002.40
goals for avg (last 5)1.001.00
goals volatility (last 10)0.671.51
h2 goals (last 10)0.400.90
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.250.15
keeper form v10.640.52
league points2.0010.00
league rank24.0011.00
matches since blank2.000.00
matches since clean sheet15.0019.00
matches since win10.003.00
pass acc avg (last 5)84.6086.80
possession avg (last 5)51.8063.40
rest days3.793.80
scorer concentrationβ€”0.29
season ppg0.291.43
shot diff avg (last 5)4.200.20
shots for avg (last 5)15.8014.20
skill v10.851.10
solidity v1-0.02-1.16
sot against avg (last 5)4.405.60
sot for avg (last 10)4.305.30
sot for avg (last 3)6.674.33
sot for avg (last 5)5.805.00
squad age25.9624.69
state index-0.70-0.30
sterile dominance v1-0.241.21
threat rate (last 10)0.260.27
threat rate (last 3)0.360.25
threat rate (last 5)0.330.23
travel kmβ€”408.50
venue ppg (last 5)1.001.20
xg against avg (last 5)1.141.76
xg for avg (last 5)1.801.17