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Chelsea 0–1 Southampton

← Premier League 2022-23 · Sat, Feb 18, 03:00 PM UTC · ref: D. Coote

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
Chelsea win67%62%1.43fair
Draw21%26%4.68value: +20%
Southampton win12%12%8.24fair

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

Asian handicap

OutcomeMarket saysBest price
Chelsea −1.2551%1.93
Southampton −1.2549%2.00

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over55%43%1.78fair
Under45%57%2.15value: +22%

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

Timeline

-5'🟨Roméo Lavia · Southampton
4'🟨Kalidou Koulibaly · Chelsea
16'🟨Armel Bella-Kotchap · Southampton
45'🟨Stuart Armstrong · Southampton
45'⚽James Ward-Prowse · Southampton
75'🟨Sékou Mara · Southampton
87'🟨Kepa Arrizabalaga · Chelsea
90'🟨Mateo Kovačić · Chelsea
90'🟨Romain Perraud · Southampton
90'🟨James Ward-Prowse · Southampton

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
17Shots8
5On target5
8Corners2
16Fouls24
3Yellow cards6
0Red cards0

Pre-match form

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

MetricChelseaSouthampton
accuracy ratio (last 10)0.310.33
accuracy ratio (last 3)0.260.39
accuracy ratio (last 5)0.320.31
blown lead rate (last 20)0.050.10
box share (last 5)0.710.65
cards avg (last 5)1.802.00
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueStamford Bridge
coach days170.0017.00
comeback rate (last 20)0.000.05
congestion 21d2.002.00
conversion (last 5)0.040.04
corner diff avg (last 5)2.201.00
corners against avg (last 5)4.803.20
corners for avg (last 5)7.004.20
corners volatility (last 10)2.582.13
defensive leak (last 5)0.070.13
dominance (last 5)0.570.48
elo1908.761668.71
elo momentum (last 5)-7.19-23.09
eye test v10.38-0.28
eye trend v1-0.030.23
first sub minute (last 10)47.7052.70
form points (last 5)6.003.00
goal diff avg (last 5)0.00-1.00
goals against avg (last 5)0.601.60
goals for avg (last 5)0.600.60
goals volatility (last 10)0.700.67
h2 goals (last 10)0.200.50
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.200.20
keeper form v10.770.62
league points31.0015.00
league rank10.0020.00
matches since blank1.001.00
matches since clean sheet1.0011.00
matches since win3.003.00
pass acc avg (last 5)84.6073.40
possession avg (last 5)61.2048.20
rest days7.107.00
scorer concentration0.240.28
season ppg1.410.68
shot diff avg (last 5)3.40-0.80
shots for avg (last 5)14.0012.00
skill v11.45-0.39
solidity v10.800.23
sot against avg (last 5)3.403.20
sot for avg (last 10)3.603.90
sot for avg (last 3)3.004.33
sot for avg (last 5)4.803.60
squad age25.2824.10
state index0.89-0.19
sterile dominance v10.99-0.32
threat rate (last 10)0.190.27
threat rate (last 3)0.190.30
threat rate (last 5)0.240.26
travel km—105.30
venue ppg (last 5)1.400.60
xg against avg (last 5)1.111.45
xg for avg (last 5)1.380.80