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Sunderland 2–2 Liverpool

← Premier League 2016-17 · Mon, Jan 2, 03:00 PM UTC · ref: Anthony Taylor, England

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
Liverpool win74%67%1.32fair
Draw16%18%6.20value: +9%
Sunderland win10%15%10.00value: +49%

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

Timeline

13'🟨Jack Rodwell · Sunderland
19'⚽Daniel Sturridge · Liverpool
25'⚽ (pen)Jermain Defoe · Sunderland
30'🟨James Milner · Liverpool
51'🟨Sebastian Larsson · Sunderland
72'⚽Sadio Mané · Liverpool
83'🟨Adam Lallana · Liverpool
83'🟨Sadio Mané · Liverpool
84'⚽ (pen)Jermain Defoe · Sunderland

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
10Shots21
5On target15
2Corners5
10Fouls10
2Yellow cards3
0Red cards0

Pre-match form

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

MetricSunderlandLiverpool
accuracy ratio (last 10)0.300.32
accuracy ratio (last 3)0.300.29
accuracy ratio (last 5)0.290.26
blown lead rate (last 20)0.100.10
box share (last 5)0.580.69
cards avg (last 5)1.601.00
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueStadium of Light
coach days185.00459.00
comeback rate (last 20)0.000.05
congestion 21d4.004.00
conversion (last 5)0.060.16
corner diff avg (last 5)-2.802.60
corners against avg (last 5)6.803.60
corners for avg (last 5)4.006.20
corners volatility (last 10)1.602.91
defensive leak (last 5)0.130.09
dominance (last 5)0.390.63
elo1465.551735.29
elo momentum (last 5)-29.4227.57
eye test v1-0.76-0.13
eye trend v10.02-0.51
first sub minute (last 10)62.1066.30
form points (last 5)3.0013.00
goal diff avg (last 5)-1.601.60
goals against avg (last 5)2.200.60
goals for avg (last 5)0.602.20
goals volatility (last 10)0.991.78
h2 goals (last 10)0.901.30
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.150.55
keeper form v10.430.65
league points14.0043.00
league rank18.002.00
matches since blank3.007.00
matches since clean sheet2.000.00
matches since win2.000.00
pass acc avg (last 5)72.6081.20
possession avg (last 5)41.4060.80
rest days2.002.00
scorer concentration0.460.20
season ppg0.742.26
shot diff avg (last 5)-7.006.60
shots for avg (last 5)9.8013.80
skill v1-1.021.26
sot against avg (last 5)6.002.20
sot for avg (last 10)3.005.70
sot for avg (last 3)3.003.67
sot for avg (last 5)2.803.60
squad age28.6527.01
state index-0.761.19
sterile dominance v1-0.780.91
threat rate (last 10)0.250.26
threat rate (last 3)0.230.20
threat rate (last 5)0.240.22
travel km—194.10
venue ppg (last 5)1.802.00