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Rangers 4–1 Kilmarnock

← Scottish Premiership 2023-24 · Sun, May 5, 12:00 PM UTC · ref: D. Dickinson

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
Rangers win76%80%1.25fair
Draw16%13%6.50fair
Kilmarnock win8%7%12.64fair

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

Asian handicap

OutcomeMarket saysBest price
Kilmarnock −1.7551%1.88
Rangers −1.7549%2.01

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over60%64%1.60fair
Under40%36%2.42fair

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

Timeline

9'🟨Corrie Ndaba · Kilmarnock
12'⚽ (og)James Tavernier · Kilmarnock
22'🟥Joe Wright · Kilmarnock
45'⚽Fábio Silva · Rangers
55'🟨Marley Watkins · Kilmarnock
62'⚽Ben Davies · Rangers
64'🟨Liam Polworth · Kilmarnock
71'⚽Tom Lawrence · Rangers
90'⚽John Souttar · Rangers

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
41Shots5
15On target2
16Corners1
11Fouls9
0Yellow cards2
0Red cards1

Pre-match form

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

MetricRangersKilmarnock
accuracy ratio (last 10)0.380.42
accuracy ratio (last 3)0.280.26
accuracy ratio (last 5)0.320.34
blown lead rate (last 20)0.050.10
box share (last 5)0.640.70
cards avg (last 5)1.002.60
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueIbrox Stadium
coach days217.00855.00
comeback rate (last 20)0.050.10
congestion 21d2.001.00
conversion (last 5)0.110.13
corner diff avg (last 5)6.201.40
corners against avg (last 5)3.003.80
corners for avg (last 5)9.205.20
corners volatility (last 10)4.622.39
defensive leak (last 5)0.140.07
dominance (last 5)0.660.56
elo1811.451547.77
elo momentum (last 5)-20.7035.16
eye test v11.050.18
eye trend v1-0.42-0.56
first sub minute (last 10)55.6066.40
form points (last 5)8.0011.00
goal diff avg (last 5)0.401.20
goals against avg (last 5)1.600.60
goals for avg (last 5)2.001.80
goals volatility (last 10)1.491.35
h2 goals (last 10)1.401.20
h2h win rate (last 5)0.800.20
ht lead rate (last 20)0.650.30
keeper form v10.700.83
league points78.0052.00
league rank2.004.00
matches since blank1.000.00
matches since clean sheet1.000.00
matches since win0.001.00
pass acc avg (last 5)79.6067.20
possession avg (last 5)62.6047.80
rest days7.027.92
scorer concentration0.230.24
season ppg2.291.53
shot diff avg (last 5)9.802.80
shots for avg (last 5)20.2014.40
skill v11.06-0.97
sot against avg (last 5)4.004.00
sot for avg (last 10)6.705.50
sot for avg (last 3)6.004.00
sot for avg (last 5)6.204.80
squad age28.4328.09
state index0.780.63
sterile dominance v10.18-0.93
threat rate (last 10)0.310.30
threat rate (last 3)0.330.33
threat rate (last 5)0.320.31
venue ppg (last 5)1.401.40