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SS Lazio 1–1 Atalanta BC

← Serie A 2017-18 · Sun, May 6, 02:00 PM UTC · ref: Luca Banti, Italy

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
SS Lazio win49%51%1.98fair
Draw27%23%3.57fair
Atalanta BC win23%27%4.16value: +10%

across 1 bookmaker · probabilities de-vigged (bookmaker margin removed)

Timeline

2'⚽Musa Barrow · Atalanta BC
21'🟨Luiz Felipe · SS Lazio
24'⚽Felipe Caicedo · SS Lazio
48'🟨Andrea Masiello · Atalanta BC
68'🟨Alessandro Murgia · SS Lazio
74'🟨Sergej Milinković-Savić · SS Lazio
90'🟨Rafael Tolói · 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

1Half-time score1
13Shots20
2On target6
6Corners9
7Fouls8
3Yellow cards2
0Red cards0

Pre-match form

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

MetricSS LazioAtalanta BC
accuracy ratio (last 10)0.420.31
accuracy ratio (last 3)0.490.48
accuracy ratio (last 5)0.380.40
blown lead rate (last 20)0.000.00
box share (last 5)0.590.65
cards avg (last 5)2.402.60
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueStadio Olimpico
coach days765.00704.00
comeback rate (last 20)0.000.00
congestion 21d4.003.00
conversion (last 5)0.140.12
corner diff avg (last 5)4.000.00
corners against avg (last 5)2.804.80
corners for avg (last 5)6.804.80
corners volatility (last 10)2.513.95
defensive leak (last 5)0.070.06
dominance (last 5)0.590.61
elo1726.431708.50
elo momentum (last 5)8.6715.47
eye test v10.621.00
eye trend v10.440.38
first sub minute (last 10)44.9053.00
form points (last 5)10.0011.00
goal diff avg (last 5)0.601.20
goals against avg (last 5)1.400.60
goals for avg (last 5)2.001.80
goals volatility (last 10)1.901.55
h2 goals (last 10)1.201.30
h2h win rate (last 5)0.700.30
ht lead rate (last 20)0.300.30
keeper form v10.640.67
league points70.0058.00
league rank4.007.00
matches since blank3.003.00
matches since clean sheet0.002.00
matches since win0.000.00
pass acc avg (last 5)78.8077.40
possession avg (last 5)52.0050.80
rest days7.007.00
scorer concentration0.300.18
season ppg2.001.66
shot diff avg (last 5)4.406.00
shots for avg (last 5)13.8016.40
skill v10.380.15
sot against avg (last 5)2.802.60
sot for avg (last 10)5.805.70
sot for avg (last 3)8.007.33
sot for avg (last 5)5.806.40
squad age—25.73
state index0.911.02
sterile dominance v1-0.01-0.53
threat rate (last 10)0.250.31
threat rate (last 3)0.320.32
threat rate (last 5)0.270.32
venue ppg (last 5)2.202.00