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Livingston 0–3 Celtic

← Scottish Premiership 2023-24 Β· Sat, Sep 23, 11:30 AM UTC Β· ref: J. Beaton

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
Celtic win75%78%1.29fair
Draw16%11%6.12fair
Livingston win9%10%11.53value: +19%

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

Asian handicap

OutcomeMarket saysBest price
Celtic +1.552%1.88
Livingston +1.548%2.04

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over59%59%1.62fair
Under41%41%2.41fair

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

Timeline

13'🟨Luiyi de Lucas · Livingston
14'⚽ (pen)Reo Hatate · Celtic
22'🟨Alistair Johnston · Celtic
26'🟨Liam Scales · Celtic
28'πŸŸ₯Joe Hart Β· Celtic
48'⚽Matt O'Riley · Celtic
66'🟨Andrew Shinnie · Livingston
70'🟨Steven Bradley · Livingston
74'🟨Samson Lawal · Livingston
80'🟨Tom Parkes · Livingston
90'

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

Match stats

0Half-time score1
15Shots14
4On target7
2Corners4
17Fouls6
5Yellow cards2
0Red cards1

Pre-match form

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

MetricLivingstonCeltic
accuracy ratio (last 10)0.300.39
accuracy ratio (last 3)0.350.44
accuracy ratio (last 5)0.310.52
blown lead rate (last 20)0.050.10
box share (last 5)0.660.69
cards avg (last 5)2.800.80
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueTony Macaroni Arena
⚽
Daizen Maeda Β· Celtic

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

coach days1056.0084.00
comeback rate (last 20)0.000.10
congestion 21d2.002.00
conversion (last 5)0.130.14
corner diff avg (last 5)-1.403.60
corners against avg (last 5)5.805.00
corners for avg (last 5)4.408.60
corners volatility (last 10)2.075.08
defensive leak (last 5)0.110.08
dominance (last 5)0.400.64
elo1433.781850.87
elo momentum (last 5)14.8311.69
eye test v1-1.251.64
eye trend v10.25-0.06
first sub minute (last 10)51.6055.50
form points (last 5)6.0013.00
goal diff avg (last 5)-0.601.60
goals against avg (last 5)1.600.60
goals for avg (last 5)1.002.20
goals volatility (last 10)1.031.62
h2 goals (last 10)0.601.20
h2h win rate (last 5)0.100.90
ht lead rate (last 20)0.250.55
keeper form v10.600.71
league points6.0013.00
league rank7.001.00
matches since blank3.002.00
matches since clean sheet4.000.00
matches since win2.000.00
pass acc avg (last 5)59.4083.20
possession avg (last 5)41.2068.20
rest days6.906.90
scorer concentrationβ€”0.44
season ppg1.202.60
shot diff avg (last 5)-5.006.80
shots for avg (last 5)8.8015.60
skill v1-2.201.75
sot against avg (last 5)4.202.00
sot for avg (last 10)2.706.10
sot for avg (last 3)2.675.67
sot for avg (last 5)2.407.80
squad ageβ€”26.89
state index-0.291.42
sterile dominance v1-0.901.35
threat rate (last 10)0.200.22
threat rate (last 3)0.200.22
threat rate (last 5)0.210.23
venue ppg (last 5)1.801.80