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Hamilton 1–4 Celtic

← Scottish Premiership 2019-20 · Sun, Feb 2, 12:30 PM UTC · ref: N. Walsh

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
Celtic win83%79%1.15fair
Draw12%16%8.40value: +35%
Hamilton win5%5%21.00fair

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

Asian handicap

OutcomeMarket saysBest price
Celtic +254%1.82
Hamilton +246%2.10

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over66%61%1.44fair
Under34%39%2.87value: +12%

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

Timeline

13'🟨Leigh Griffiths · Celtic
14'🟨— · Hamilton
27'⚽Marios Ogboe · Hamilton
34'🟥Jamie Hamilton · Hamilton
35'⚽Odsonne Édouard · Celtic
43'🟨Aaron McGowan · Hamilton
64'🟨Will Collar · Hamilton
66'🟨Greg Taylor · Celtic
78'⚽Christopher Jullien · Celtic
81'⚽Odsonne Édouard · Celtic
90'⚽James Forrest · Celtic

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 score1
4Shots21
2On target6
2Corners15
12Fouls6
3Yellow cards2
1Red cards0

Pre-match form

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

MetricHamiltonCeltic
accuracy ratio (last 10)—0.44
accuracy ratio (last 3)0.340.50
accuracy ratio (last 5)0.340.48
blown lead rate (last 20)0.100.00
cards avg (last 5)2.201.40
coach days1280.00
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueFountain of Youth Stadium
366.00
comeback rate (last 20)0.050.00
congestion 21d2.003.00
conversion (last 5)0.160.16
corner diff avg (last 5)-3.205.20
corners against avg (last 5)5.604.00
corners for avg (last 5)2.409.20
corners volatility (last 10)2.553.65
defensive leak (last 5)0.180.10
dominance (last 5)0.450.66
elo1370.251842.98
elo momentum (last 5)0.152.83
eye test v1-1.490.67
eye trend v1—0.03
first sub minute (last 10)61.2064.30
form points (last 5)6.0012.00
goal diff avg (last 5)-0.401.60
goals against avg (last 5)1.800.80
goals for avg (last 5)1.402.40
goals volatility (last 10)0.880.94
h2 goals (last 10)0.600.90
h2h win rate (last 5)0.001.00
ht lead rate (last 20)0.100.70
league points18.0061.00
league rank11.001.00
matches since blank3.008.00
matches since clean sheet8.000.00
matches since win2.000.00
possession avg (last 5)29.5056.80
rest days7.903.70
scorer concentration0.240.27
season ppg0.782.65
shot diff avg (last 5)-2.807.20
shots for avg (last 5)8.8014.80
sot against avg (last 5)5.503.60
sot for avg (last 10)—5.50
sot for avg (last 3)2.006.00
sot for avg (last 5)2.005.80
state index-0.701.41
sterile dominance v1-0.860.86
threat rate (last 10)—0.22
threat rate (last 3)0.180.21
threat rate (last 5)0.180.21
venue ppg (last 5)0.602.40