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Celtic 3–0 Ross County

← Scottish Premiership 2019-20 · Sat, Jan 25, 03:00 PM UTC · ref: K. Clancy

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 win89%88%1.08fair
Draw8%9%13.00value: +23%
Ross County win3%3%35.56fair

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

Asian handicap

OutcomeMarket saysBest price
Ross County −2.7553%1.84
Celtic −2.7547%2.06

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over72%66%1.34fair
Under28%34%3.50value: +19%

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

Timeline

37'⚽ (pen)Callum McGregor · Celtic
51'🟨Moritz Bauer · Celtic
65'⚽Odsonne Édouard · Celtic
68'⚽Odsonne Édouard · 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 score0
14Shots7
6On target2
14Corners0
7Fouls10
1Yellow cards0
0Red cards0

Pre-match form

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

MetricCelticRoss County
blown lead rate (last 20)0.000.10
cards avg (last 5)2.003.00
coach days358.00695.00
comeback rate (last 20)0.000.05
congestion 21d1.001.00
conversion (last 5)0.120.08
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueCeltic Park
corner diff avg (last 5)
5.00
-3.00
corners against avg (last 5)3.406.40
corners for avg (last 5)8.403.40
corners volatility (last 10)2.832.25
defensive leak (last 5)0.200.11
dominance (last 5)0.680.41
elo1835.991419.39
elo momentum (last 5)3.67-8.90
first sub minute (last 10)67.3055.70
form points (last 5)12.005.00
goal diff avg (last 5)1.00-0.80
goals against avg (last 5)1.001.40
goals for avg (last 5)2.000.60
goals volatility (last 10)1.100.67
h2 goals (last 10)1.100.50
h2h win rate (last 5)1.000.00
ht lead rate (last 20)0.700.10
league points55.0022.00
league rank1.009.00
matches since blank6.000.00
matches since clean sheet4.000.00
matches since win0.004.00
rest days2.802.80
scorer concentration0.260.39
season ppg2.621.05
shot diff avg (last 5)9.80-3.80
shots for avg (last 5)17.207.80
state index1.33-0.71
venue ppg (last 5)2.400.60