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Swansea 2–1 Sunderland

← EFL Championship 2022-23 Β· Sat, Oct 8, 02:00 PM UTC Β· ref: G. Ward

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
Swansea win44%32%2.22fair
Draw28%25%3.54fair
Sunderland win28%43%3.60value: +55% ⚠

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

Asian handicap

OutcomeMarket saysBest price
Swansea βˆ’0.2551%1.92
Sunderland 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
Under51%1.93
Over49%1.97

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

Timeline

13'⚽Oliver Cooper · Swansea
16'🟨Dan Neil · Sunderland
23'🟨Corry Evans · Sunderland
45'⚽Harry Darling · Swansea
51'⚽Jack Clarke · Sunderland
54'🟨Jay Fulton · Swansea
54'🟨Elliot Embleton · Sunderland
90'🟨Joel Latibeaudiere · Swansea
90'🟨Jack Clarke · Sunderland
90'🟨Lynden Gooch · Sunderland

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

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

Match stats

2Half-time score0
10Shots11
6On target3
7Corners4
7Fouls13
2Yellow cards5
0Red cards0

Pre-match form

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

MetricSwanseaSunderland
accuracy ratio (last 10)0.360.32
accuracy ratio (last 3)0.400.27
accuracy ratio (last 5)0.330.30
blown lead rate (last 20)0.200.10
box share (last 5)0.680.54
cards avg (last 5)2.201.60
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueSwansea.com Stadium
coach days433.0068.00
comeback rate (last 20)0.050.00
congestion 21d2.003.00
conversion (last 5)0.170.08
corner diff avg (last 5)1.80-2.00
corners against avg (last 5)4.007.00
corners for avg (last 5)5.805.00
corners volatility (last 10)1.181.96
defensive leak (last 5)0.070.04
dominance (last 5)0.560.54
elo1614.071603.23
elo momentum (last 5)39.097.09
eye test v1-0.06-0.12
eye trend v10.05-0.10
first sub minute (last 10)51.6053.90
form points (last 5)12.006.00
goal diff avg (last 5)1.000.40
goals against avg (last 5)0.800.60
goals for avg (last 5)1.801.00
goals volatility (last 10)1.071.23
h2 goals (last 10)0.900.60
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.350.35
keeper form v10.740.79
league points18.0017.00
league rank8.0011.00
matches since blank3.000.00
matches since clean sheet2.000.00
matches since win0.003.00
pass acc avg (last 5)81.8080.00
possession avg (last 5)52.6058.40
rest days2.803.80
scorer concentration0.210.31
season ppg1.501.42
shot diff avg (last 5)2.601.80
shots for avg (last 5)12.2012.80
skill v10.640.86
sot against avg (last 5)3.204.00
sot for avg (last 10)4.404.10
sot for avg (last 3)4.333.67
sot for avg (last 5)3.803.80
squad age25.5525.05
state index0.780.30
sterile dominance v10.440.77
threat rate (last 10)0.220.26
threat rate (last 3)0.210.26
threat rate (last 5)0.230.22
travel kmβ€”401.10
venue ppg (last 5)1.401.40