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Rangers 4–0 Ross County

← Scottish Premiership 2022-23 · Sat, Aug 27, 02:00 PM UTC · ref: Don Robertson, Scotland

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 win86%88%1.12fair
Draw10%10%10.35fair
Ross County win4%2%29.00fair

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

Asian handicap

OutcomeMarket saysBest price
Rangers −2.2554%1.83
Ross County −2.2546%2.10

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over68%62%1.40fair
Under32%38%3.03value: +16%

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

Timeline

10'🟨James Sands · Rangers
15'🟨Victor Loturi · Ross County
24'⚽John Lundstram · Rangers
39'⚽Antonio Čolak · Rangers
57'🟨Callum Johnson · Ross County
58'⚽Antonio Čolak · Rangers
68'🟨John Lundstram · Rangers
80'⚽Steven Davis · Rangers

from ESPN event data · goals, cards and shootout kicks

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

Match stats

2Half-time score0
31Shots4
13On target0
7Corners1
10Fouls10
2Yellow cards2
0Red cards0

Pre-match form

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

MetricRangersRoss County
accuracy ratio (last 10)0.330.34
accuracy ratio (last 3)0.260.41
accuracy ratio (last 5)0.300.38
blown lead rate (last 20)0.100.05
box share (last 5)0.490.68
cards avg (last 5)1.802.40
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueIbrox Stadium
coach days299.00483.00
comeback rate (last 20)0.100.00
congestion 21d3.003.00
conversion (last 5)0.170.10
corner diff avg (last 5)3.20-4.20
corners against avg (last 5)3.006.80
corners for avg (last 5)6.202.60
corners volatility (last 10)2.673.70
defensive leak (last 5)0.090.10
dominance (last 5)0.690.35
elo1835.431445.86
elo momentum (last 5)-1.26-22.83
eye test v10.56-0.85
eye trend v1-0.310.21
first sub minute (last 10)55.7059.50
form points (last 5)11.003.00
goal diff avg (last 5)1.40-0.80
goals against avg (last 5)0.801.60
goals for avg (last 5)2.200.80
goals volatility (last 10)1.070.52
h2 goals (last 10)1.800.60
h2h win rate (last 5)0.900.10
ht lead rate (last 20)0.450.10
keeper form v1—0.63
league points10.003.00
league rank2.009.00
matches since blank10.001.00
matches since clean sheet1.000.00
matches since win1.000.00
pass acc avg (last 5)82.4066.20
possession avg (last 5)66.6043.00
rest days7.107.00
scorer concentration0.22—
season ppg2.500.75
shot diff avg (last 5)9.60-7.20
shots for avg (last 5)16.808.00
skill v11.60-1.47
sot against avg (last 5)2.403.80
sot for avg (last 10)5.402.50
sot for avg (last 3)4.672.67
sot for avg (last 5)5.203.00
squad age27.22—
state index1.41-0.69
sterile dominance v11.04-0.45
threat rate (last 10)0.270.19
threat rate (last 3)0.250.15
threat rate (last 5)0.250.20
venue ppg (last 5)3.000.80