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Lincoln 3–2 Port Vale

← EFL League One 2022-23 · Sat, Apr 15, 02:00 PM UTC · ref: D. Rock

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
Lincoln win36%48%2.68value: +28%
Port Vale win33%23%2.97fair
Draw31%29%3.10fair

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

Asian handicap

OutcomeMarket saysBest price
Lincoln +053%1.85
Port Vale +047%2.05

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

Will there be 3 or more goals?

OutcomeMarket saysBest price
Under61%1.57
Over39%2.52

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

Timeline

4'🟨Matthew Virtue-Thick · Lincoln
11'⚽Lasse Sorensen · Lincoln
27'🟥Carl Rushworth · Lincoln
30'⚽ (pen)Matty Taylor · Port Vale
33'⚽Daniel Butterworth · Port Vale
34'🟥Tom Conlon · Port Vale
35'🟨Ben House · Lincoln
42'⚽Ben House · Lincoln
45'🟨Malvind Benning · Port Vale
47'🟨Sam Robinson · Port Vale
55'

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

Match stats

2Half-time score2
10Shots12
4On target4
4Corners3
9Fouls13
5Yellow cards4
1Red cards2

Pre-match form

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

MetricLincolnPort Vale
accuracy ratio (last 10)0.280.35
accuracy ratio (last 3)0.390.35
accuracy ratio (last 5)0.340.43
blown lead rate (last 20)0.200.05
box share (last 5)0.430.59
cards avg (last 5)1.003.60
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueLNER Stadium
🟨
Daniel Mandroiu · Lincoln
64'🟨Matty Taylor · Port Vale
67'🟨Paudie O’Connor · Lincoln
67'🟨Tom Pett · Port Vale
69'🟨Daniel Butterworth · Port Vale
80'🟨Sam Robinson · Port Vale
80'🟥Sam Robinson · Port Vale
87'⚽Adam Jackson · Lincoln
90'🟨Harry Boyes · Lincoln

from ESPN event data · goals, cards and shootout kicks

coach days1322.0014.00
comeback rate (last 20)0.000.05
congestion 21d4.004.00
conversion (last 5)0.100.12
corner diff avg (last 5)-1.800.80
corners against avg (last 5)5.605.20
corners for avg (last 5)3.806.00
corners volatility (last 10)2.373.45
defensive leak (last 5)0.120.15
dominance (last 5)0.460.42
elo1469.001362.08
elo momentum (last 5)16.02-44.73
eye test v1-0.05-0.44
eye trend v10.770.04
first sub minute (last 10)50.4059.50
form points (last 5)7.002.00
goal diff avg (last 5)0.00-1.20
goals against avg (last 5)1.202.00
goals for avg (last 5)1.200.80
goals volatility (last 10)0.670.79
h2 goals (last 10)0.200.30
h2h win rate (last 5)0.500.50
ht lead rate (last 20)0.450.15
keeper form v10.820.60
league points52.0046.00
league rank13.0017.00
matches since blank4.000.00
matches since clean sheet0.000.00
matches since win0.006.00
pass acc avg (last 5)68.2064.40
possession avg (last 5)47.0052.80
rest days5.005.00
scorer concentration0.360.20
season ppg1.301.12
shot diff avg (last 5)-1.80-3.80
shots for avg (last 5)12.209.20
skill v1-0.92-0.87
sot against avg (last 5)3.604.60
sot for avg (last 10)3.303.70
sot for avg (last 3)6.003.67
sot for avg (last 5)4.403.80
squad age24.3127.51
state index-0.06-1.38
sterile dominance v1-0.710.23
threat rate (last 10)0.270.21
threat rate (last 3)0.340.21
threat rate (last 5)0.280.18
venue ppg (last 5)1.600.40