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Chelsea 1–0 West Ham

← Premier League 2021-22 Β· Sun, Apr 24, 01:00 PM UTC Β· ref: M. Oliver

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
Chelsea win67%65%1.43fair
Draw21%22%4.75value: +7%
West Ham win12%12%8.16fair

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

Asian handicap

OutcomeMarket saysBest price
West Ham βˆ’1.2551%1.93
Chelsea βˆ’1.2549%1.99

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over53%55%1.80fair
Under47%45%2.12fair

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

Timeline

82'🟨Marcos Alonso · Chelsea
86'πŸŸ₯Craig Dawson Β· West Ham
90'⚽Christian PuliΕ‘iΔ‡ Β· Chelsea

from ESPN event data Β· goals, cards and shootout kicks

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

Match stats

0Half-time score0
26Shots6
5On target2
3Corners1
11Fouls9
1Yellow cards0
0Red cards1

Pre-match form

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

MetricChelseaWest Ham
accuracy ratio (last 10)0.370.39
accuracy ratio (last 3)0.380.39
accuracy ratio (last 5)0.400.45
blown lead rate (last 20)0.150.05
box share (last 5)0.710.65
cards avg (last 5)1.800.80
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueStamford Bridge
coach days478.00875.00
comeback rate (last 20)0.000.05
congestion 21d2.005.00
conversion (last 5)0.160.12
corner diff avg (last 5)4.001.00
corners against avg (last 5)3.204.80
corners for avg (last 5)7.205.80
corners volatility (last 10)3.533.50
defensive leak (last 5)0.130.11
dominance (last 5)0.600.43
elo1761.931696.44
elo momentum (last 5)-32.772.78
eye test v11.240.15
eye trend v10.480.01
first sub minute (last 10)62.2060.20
form points (last 5)9.008.00
goal diff avg (last 5)0.800.40
goals against avg (last 5)1.801.00
goals for avg (last 5)2.601.40
goals volatility (last 10)1.791.03
h2 goals (last 10)1.200.70
h2h win rate (last 5)0.400.60
ht lead rate (last 20)0.300.25
keeper form v10.660.82
league points62.0052.00
league rank3.007.00
matches since blank9.002.00
matches since clean sheet1.001.00
matches since win1.001.00
pass acc avg (last 5)88.8078.60
possession avg (last 5)69.8046.00
rest days3.766.99
scorer concentration0.160.19
season ppg2.001.58
shot diff avg (last 5)5.60-2.60
shots for avg (last 5)15.8010.80
skill v12.42-0.11
sot against avg (last 5)3.203.40
sot for avg (last 10)5.304.40
sot for avg (last 3)8.005.00
sot for avg (last 5)6.804.60
squad age27.7228.22
state index0.620.21
sterile dominance v11.700.01
threat rate (last 10)0.200.25
threat rate (last 3)0.270.25
threat rate (last 5)0.230.23
travel kmβ€”15.40
venue ppg (last 5)1.400.60