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Chelsea 4–2 Southampton

← Premier League 2016-17 · Tue, Apr 25, 02:00 PM UTC · ref: Lee Mason, 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
Chelsea win67%68%1.46fair
Draw20%22%4.80value: +4%
Southampton win12%11%7.88fair

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

Timeline

5'⚽Eden Hazard · Chelsea
24'⚽Oriol Romeu · Southampton
40'🟨N'Golo Kanté · Chelsea
45'⚽Gary Cahill · Chelsea
49'🟨Cesc Fàbregas · Chelsea
53'⚽Diego Costa · Chelsea
60'🟨Oriol Romeu · Southampton
73'🟨Dušan Tadić · Southampton
89'⚽Diego Costa · Chelsea
90'⚽Ryan Bertrand · Southampton

from ESPN event data · goals, cards and shootout kicks

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

Match stats

2Half-time score1
17Shots12
7On target4
6Corners7
13Fouls9
2Yellow cards2
0Red cards0

Pre-match form

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

MetricChelseaSouthampton
accuracy ratio (last 10)0.320.34
accuracy ratio (last 3)0.240.26
accuracy ratio (last 5)0.310.29
blown lead rate (last 20)0.050.00
box share (last 5)0.650.66
cards avg (last 5)2.402.20
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueStamford Bridge
coach days298.00328.00
comeback rate (last 20)0.050.00
congestion 21d3.003.00
conversion (last 5)0.110.07
corner diff avg (last 5)1.40-2.00
corners against avg (last 5)4.406.80
corners for avg (last 5)5.804.80
corners volatility (last 10)3.632.92
defensive leak (last 5)0.160.08
dominance (last 5)0.570.44
elo1789.751588.87
elo momentum (last 5)-13.67-2.13
eye test v10.52-0.08
eye trend v1-0.35-0.34
first sub minute (last 10)67.7062.10
form points (last 5)9.007.00
goal diff avg (last 5)0.20-0.20
goals against avg (last 5)1.401.20
goals for avg (last 5)1.601.00
goals volatility (last 10)1.031.55
h2 goals (last 10)0.700.90
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.550.25
keeper form v1—0.63
league points75.0040.00
league rank1.009.00
matches since blank0.000.00
matches since clean sheet10.001.00
matches since win1.001.00
pass acc avg (last 5)82.8080.20
possession avg (last 5)55.6054.40
rest days9.0010.00
scorer concentration0.280.19
season ppg2.341.29
shot diff avg (last 5)4.60-2.20
shots for avg (last 5)14.8013.00
skill v11.090.74
sot against avg (last 5)3.004.60
sot for avg (last 10)4.605.50
sot for avg (last 3)3.004.33
sot for avg (last 5)5.404.00
squad age27.1226.30
state index0.790.13
sterile dominance v10.430.46
threat rate (last 10)0.240.26
threat rate (last 3)0.220.26
threat rate (last 5)0.260.23
travel km—105.30
venue ppg (last 5)2.401.80