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Sunderland 1–3 Stoke

← Premier League 2016-17 Β· Sat, Jan 14, 03:00 PM UTC Β· ref: Mike Dean, England

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
Stoke win43%34%2.27fair
Sunderland win29%41%3.39value: +37%
Draw28%26%3.51fair

across 1 bookmaker Β· probabilities de-vigged (bookmaker margin removed)

Timeline

15'⚽Marko Arnautovic · Stoke
22'⚽Marko Arnautovic · Stoke
34'⚽Peter Crouch · Stoke
40'⚽Jermain Defoe · Sunderland
56'🟨Charlie Adam · Stoke
62'🟨Papy Djilobodji · Sunderland
72'🟨Patrick van Aanholt · Sunderland
90'🟨Adnan Januzaj · 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

1Half-time score3
14Shots14
3On target6
5Corners2
16Fouls11
3Yellow cards1
0Red cards0

Pre-match form

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

MetricSunderlandStoke
accuracy ratio (last 10)0.320.37
accuracy ratio (last 3)0.410.35
accuracy ratio (last 5)0.350.42
blown lead rate (last 20)0.050.05
box share (last 5)0.570.68
cards avg (last 5)1.601.60
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueStadium of Light
coach days197.001354.00
comeback rate (last 20)0.000.00
congestion 21d3.003.00
conversion (last 5)0.100.16
corner diff avg (last 5)-2.80-3.60
corners against avg (last 5)6.408.40
corners for avg (last 5)3.604.80
corners volatility (last 10)1.252.32
defensive leak (last 5)0.100.11
dominance (last 5)0.360.38
elo1470.941552.25
elo momentum (last 5)-10.06-1.18
eye test v1-0.47-0.36
eye trend v10.18-0.24
first sub minute (last 10)β€”67.80
form points (last 5)4.005.00
goal diff avg (last 5)-1.00-0.60
goals against avg (last 5)2.002.00
goals for avg (last 5)1.001.40
goals volatility (last 10)1.030.79
h2 goals (last 10)0.900.40
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.100.30
keeper form v10.660.65
league points15.0024.00
league rank19.0010.00
matches since blank4.004.00
matches since clean sheet3.000.00
matches since win3.000.00
pass acc avg (last 5)72.4074.00
possession avg (last 5)39.4044.80
rest days12.0011.00
scorer concentration0.460.26
season ppg0.751.20
shot diff avg (last 5)-8.60-5.40
shots for avg (last 5)9.609.80
skill v1-1.18-0.63
sot against avg (last 5)8.005.40
sot for avg (last 10)3.403.90
sot for avg (last 3)4.003.00
sot for avg (last 5)3.403.80
squad age27.5030.30
state index-0.51-0.23
sterile dominance v1-0.99-0.19
threat rate (last 10)0.280.24
threat rate (last 3)0.260.19
threat rate (last 5)0.260.20
travel kmβ€”220.30
venue ppg (last 5)2.000.80