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Sunderland 1–1 Northampton

← EFL League One 2020-21 Β· Sun, May 9, 11:00 AM UTC Β· ref: S. Barrott

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
Sunderland win66%66%1.45fair
Draw21%22%4.75fair
Northampton win13%12%7.50fair

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

Asian handicap

OutcomeMarket saysBest price
Northampton βˆ’1.2552%1.88
Sunderland βˆ’1.2548%2.02

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

Will there be 3 or more goals?

OutcomeMarket saysBest price
Over57%1.70
Under43%2.21

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

Timeline

21'🟨Mickel Miller · Northampton
59'🟨Luke O'Nien · Sunderland
83'🟨Bailey Wright · Sunderland
84'⚽Sam Hoskins · Northampton
87'⚽Carl Winchester · Sunderland

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
10Shots7
4On target1
8Corners6
13Fouls15
2Yellow cards1
0Red cards0

Pre-match form

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

MetricSunderlandNorthampton
blown lead rate (last 20)0.200.00
cards avg (last 5)1.602.20
coach days159.0097.00
comeback rate (last 20)0.000.00
congestion 21d4.003.00
conversion (last 5)0.090.12
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueStadium of Light
corner diff avg (last 5)4.40-0.80
corners against avg (last 5)3.405.80
corners for avg (last 5)7.805.00
corners volatility (last 10)2.682.57
defensive leak (last 5)0.170.14
dominance (last 5)0.640.46
elo1579.281374.05
elo momentum (last 5)-16.163.98
form points (last 5)5.005.00
goal diff avg (last 5)0.00-0.40
goals against avg (last 5)1.601.80
goals for avg (last 5)1.601.40
goals volatility (last 10)1.180.99
h2 goals (last 10)0.700.50
ht lead rate (last 20)0.500.20
league points76.0044.00
league rank5.0022.00
matches since blank1.000.00
matches since clean sheet9.002.00
matches since win0.002.00
rest days7.887.88
season ppg1.690.98
shot diff avg (last 5)7.00-2.00
shots for avg (last 5)16.2011.00
squad age28.18β€”
state index0.06-0.66
venue ppg (last 5)1.000.40