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Southampton 1–4 Man City

← Premier League 2022-23 · Sat, Apr 8, 04:30 PM UTC · ref: R. Jones

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
Man City win77%82%1.26value: +4%
Draw15%9%6.50fair
Southampton win8%8%13.00value: +10%

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

Asian handicap

OutcomeMarket saysBest price
Southampton +1.7552%1.92
Man City +1.7548%2.10

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over58%57%1.71fair
Under42%43%2.30fair

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

Timeline

36'🟨John Stones · Man City
45'⚽Erling Haaland · Man City
56'🟨Erling Haaland · Man City
58'⚽Jack Grealish · Man City
68'⚽Erling Haaland · Man City
72'⚽Sékou Mara · Southampton
75'⚽ (pen)Julián Alvarez · Man City

from ESPN event data · goals, cards and shootout kicks

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

Match stats

0Half-time score1
4Shots13
1On target8
0Corners10
6Fouls10
0Yellow cards2
0Red cards0

Pre-match form

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

MetricSouthamptonMan City
accuracy ratio (last 10)0.360.40
accuracy ratio (last 3)0.280.34
accuracy ratio (last 5)0.310.31
blown lead rate (last 20)0.100.10
box share (last 5)0.500.63
cards avg (last 5)1.601.40
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueSt. Mary's Stadium
coach days
66.00
2472.00
comeback rate (last 20)0.050.05
congestion 21d1.001.00
conversion (last 5)0.050.15
corner diff avg (last 5)1.005.20
corners against avg (last 5)4.402.20
corners for avg (last 5)5.407.40
corners volatility (last 10)2.741.95
defensive leak (last 5)0.090.12
dominance (last 5)0.490.75
elo1473.661933.14
elo momentum (last 5)10.6413.58
eye test v1-0.090.97
eye trend v1-0.29-0.42
first sub minute (last 10)52.7064.20
form points (last 5)5.0013.00
goal diff avg (last 5)-0.401.80
goals against avg (last 5)1.200.60
goals for avg (last 5)0.802.40
goals volatility (last 10)0.971.43
h2 goals (last 10)0.301.40
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.250.45
keeper form v10.67—
league points23.0064.00
league rank20.002.00
matches since blank0.007.00
matches since clean sheet3.001.00
matches since win4.000.00
pass acc avg (last 5)80.8088.60
possession avg (last 5)52.2066.20
rest days6.157.21
scorer concentration0.270.37
season ppg0.792.29
shot diff avg (last 5)0.4011.60
shots for avg (last 5)12.6017.60
skill v10.222.11
solidity v10.081.84
sot against avg (last 5)2.801.20
sot for avg (last 10)4.005.90
sot for avg (last 3)3.675.00
sot for avg (last 5)4.005.20
squad age25.7028.55
state index-0.241.82
sterile dominance v10.201.27
threat rate (last 10)0.260.25
threat rate (last 3)0.210.22
threat rate (last 5)0.260.25
travel km—291.80
venue ppg (last 5)0.802.00
xg against avg (last 5)1.670.65
xg for avg (last 5)1.162.26