AI Model Win Probability
PURPLE EAGLES
100%
BLUE DEVILS
0%
PURPLE EAGLES
--
BLUE DEVILS
--
AI Model Projected Total
AI Projection
136.0
Projected
Book Total
--
Over / Under Line
Over 0
100%
Under 0
0%
AI Model Spread Expectation
AI Spread Proj
-16.0
DUKE
Book Spread
--
Book Line
▲ Edge: +16.0 points (Duke)
Spread Distribution
AI Model
+30+20+100-10-20-30
Distribution centered around DUKE -16.0 expected margin.
Margin of Victory (DUKE)
NIA By 1-7 points
4.0%
NIA By 8-14 points
0.8%
DUKE By 1-7 points
13.7%
DUKE By 8-14 points
24.3%
AI Model Projected Score
Niagara
60
NIAGARA
Duke
76
DUKE
Simulated Score
Niagara
58
NIAGARA
Duke
85
DUKE
Projections Grades
Moneyline (ML)
Agreement
AI
Blue Devils
Win
0% Win Prob
D
Sim
Blue Devils
Win
50% Win Prob
D
Point Spread (ATS)
Agreement
AI
Blue Devils (+39.5)
Win
Proj Spread: -16.0
D
Sim
Blue Devils (+0)
Win
Proj Spread: -27.0
D
Over/Under (Total)
No Consensus
AI
u146.5
Win
Proj Total: 136.0
D
Sim
u146.5
Win
Proj Total: 143.0
D
Head-to-Head History
Date
Game
Score
Nov 21, 2025
NIA @ DUKE
42 - 100
Key Model Drivers
Blocks (L5)
+102.4% more
Duke: 5.1
vs
Niagara: 2.5
Rebounding (L5)
+43.0% more
Duke: 43.5
vs
Niagara: 30.4
Assists (L5)
+35.9% more
Duke: 19.5
vs
Niagara: 14.4
Field Goal % (L5)
+5.5%
Duke: 50.1%
vs
Niagara: 44.7%
Post-Mortem Analysis
Metric
Projected
Actual
Score Game
NIA Score
60.0
42
DUKE Score
76.0
100
Team Stats Splits (Home / Away)
3pt Field Goal %
34.9 / 41.1
52.0 / 24.0
Assists
19.5 / 14.4
24.0 / 11.0
Blocks
5.1 / 2.5
5.0 / 2.0
Field Goal %
50.1 / 44.7
58.0 / 27.0
Free Throw %
71.9 / 72.9
79.0 / 60.0
Rebounding
43.5 / 30.4
40.0 / 20.0
Steals
6.7 / 6.4
10.0 / 4.0
Turnovers
9.6 / 10.8
9.0 / 17.0
Public Market Splits
Moneyline
Open: --
→
--
Public splits unavailable
Spread (ATS)
Open: --
→
--
Public splits unavailable
Total (O/U)
Open: --
→
--
Public splits unavailable
Situational Trends
📊 Win-Loss
NIA
8-22-0
(26.7%)
Margin: -7.4
ATS +/-: -1.1
DUKE
Advantage
35-3-0
(92.1%)
Margin: 18.0
ATS +/-: +1.6
🎯 ATS (Spread)
NIA
13-16-0
(44.8%)
Margin: -7.4
ATS +/-: -1.1
DUKE
Advantage
20-18-0
(52.6%)
Margin: 18.0
ATS +/-: +1.6
⚖️ Over/Under
NIA
14-15-0
O: 48.3% / U: 51.7%
Total +/-: -0.7
DUKE
14-24-0
O: 36.8% / U: 63.2%
Total +/-: -3.2
Season to Date Model Accuracy
AI Model
SIM Engine
DUKE
NIA
DUKE
NIA
ML
71%
27-11
55%
16-13
73%
24-9
72%
21-8
ATS
79%
30-8
69%
20-9
73%
24-9
72%
21-8
TTL
47%
18-20
55%
16-13
100%
33-0
100%
29-0