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Atalanta BC 2–1 Empoli

← Serie A 2022-23 · Fri, Mar 17, 07:45 PM UTC · ref: F. Dionisi

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
Atalanta BC win67%62%1.44fair
Draw20%27%5.00value: +36%
Empoli win13%11%8.00fair

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

Asian handicap

OutcomeMarket saysBest price
Empoli −1.2551%1.93
Atalanta BC −1.2549%2.00

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over59%63%1.62fair
Under41%37%2.42fair

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

Timeline

44'⚽Tyronne Ebuehi · Empoli
58'⚽Marten de Roon · Atalanta BC
82'🟨Liam Henderson · Empoli
84'🟨Ademola Lookman · Atalanta BC
84'🟨Filippo Bandinelli · Empoli
86'⚽Rasmus Højlund · Atalanta BC
88'🟨José Luis Palomino · Atalanta BC
90'🟨Matteo Ruggeri · Atalanta BC

from ESPN event data · goals, cards and shootout kicks

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

Match stats

0Half-time score1
27Shots5
6On target2
13Corners2
11Fouls10
3Yellow cards2
0Red cards0

Pre-match form

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

MetricAtalanta BCEmpoli
accuracy ratio (last 10)0.370.34
accuracy ratio (last 3)0.260.19
accuracy ratio (last 5)0.350.30
blown lead rate (last 20)0.050.15
box share (last 5)0.510.54
cards avg (last 5)2.202.80
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueGewiss Stadium
coach days2480.00289.00
comeback rate (last 20)0.050.00
congestion 21d3.003.00
conversion (last 5)0.030.07
corner diff avg (last 5)1.80-0.80
corners against avg (last 5)4.607.00
corners for avg (last 5)6.406.20
corners volatility (last 10)3.173.01
defensive leak (last 5)0.150.13
dominance (last 5)0.540.48
elo1734.971569.60
elo momentum (last 5)-18.40-22.49
eye test v10.39-0.12
eye trend v1-0.84-0.31
first sub minute (last 10)46.1055.30
form points (last 5)4.002.00
goal diff avg (last 5)-0.60-0.80
goals against avg (last 5)1.201.60
goals for avg (last 5)0.600.80
goals volatility (last 10)2.440.82
h2 goals (last 10)1.000.80
h2h win rate (last 5)0.500.50
ht lead rate (last 20)0.300.20
keeper form v10.710.64
league points42.0028.00
league rank7.0014.00
matches since blank0.000.00
matches since clean sheet1.007.00
matches since win4.007.00
pass acc avg (last 5)80.2083.00
possession avg (last 5)53.8053.80
rest days6.116.24
scorer concentration0.260.17
season ppg1.621.08
shot diff avg (last 5)3.20-1.00
shots for avg (last 5)13.8014.80
skill v10.330.38
solidity v10.67-0.45
sot against avg (last 5)3.404.00
sot for avg (last 10)5.504.00
sot for avg (last 3)2.672.67
sot for avg (last 5)5.603.80
squad age27.07—
state index0.19-0.49
sterile dominance v10.190.34
threat rate (last 10)0.250.24
threat rate (last 3)0.150.26
threat rate (last 5)0.260.26
venue ppg (last 5)1.401.00
xg against avg (last 5)0.961.73
xg for avg (last 5)1.261.05