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Swansea 2–1 Southampton

← Premier League 2016-17 · Tue, Jan 31, 03:00 PM UTC · ref: Roger East, 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
Southampton win42%37%2.36fair
Swansea win30%39%3.25value: +25%
Draw28%24%3.46fair

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

Timeline

38'⚽Alfie Mawson · Swansea
44'🟨Jack Cork · Swansea
57'⚽Shane Long · Southampton
70'⚽Gylfi Sigurðsson · Swansea
82'🟨Federico Fernández · Swansea

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 score0
11Shots10
5On target2
5Corners4
10Fouls19
2Yellow cards0
0Red cards0

Pre-match form

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

MetricSwanseaSouthampton
accuracy ratio (last 10)0.390.27
accuracy ratio (last 3)0.370.28
accuracy ratio (last 5)0.390.23
blown lead rate (last 20)0.100.10
box share (last 5)0.640.62
cards avg (last 5)1.201.40
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueLiberty Stadium
coach days30.00244.00
comeback rate (last 20)0.000.00
congestion 21d2.002.00
conversion (last 5)0.150.07
corner diff avg (last 5)0.801.00
corners against avg (last 5)3.805.40
corners for avg (last 5)4.606.40
corners volatility (last 10)3.482.67
defensive leak (last 5)0.220.16
dominance (last 5)0.480.54
elo1477.381594.33
elo momentum (last 5)-13.77-40.80
eye test v10.14-0.26
eye trend v1-0.090.30
first sub minute (last 10)59.9050.90
form points (last 5)6.003.00
goal diff avg (last 5)-1.60-1.00
goals against avg (last 5)2.802.00
goals for avg (last 5)1.201.00
goals volatility (last 10)1.721.15
h2 goals (last 10)1.300.40
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.150.25
keeper form v10.520.55
league points18.0027.00
league rank18.0012.00
matches since blank1.001.00
matches since clean sheet7.000.00
matches since win0.000.00
pass acc avg (last 5)80.6075.20
possession avg (last 5)44.8053.40
rest days10.009.00
scorer concentration0.350.22
season ppg0.821.23
shot diff avg (last 5)-1.002.00
shots for avg (last 5)11.4014.20
skill v10.080.12
sot against avg (last 5)5.403.80
sot for avg (last 10)4.204.10
sot for avg (last 3)3.335.00
sot for avg (last 5)4.403.60
squad age28.2125.75
state index-0.53-0.25
sterile dominance v1-0.26-0.12
threat rate (last 10)0.220.26
threat rate (last 3)0.240.31
threat rate (last 5)0.250.27
travel km—195.00
venue ppg (last 5)1.200.80