AFL | Round 20

alphr.com.au

MARVEL STADIUM • TUESDAY 24 FEB, 10:45 PM

AI Game Review

Our model correctly predicted Western Bulldogs to win at 94% probability. The margin model missed here, predicting 52.3 but the actual margin was 93 points. The game's 193 points came in 36 points higher than the predicted 157. Western Bulldogs led 17–65 at the break and pulled away in the second half to win by 93. The model went 2/3 on this match. The 40+ margin band call landed.

Model vs actual outcomes • Post-match analysis

Quarter-by-Quarter Win Probability

AI Win Probability

94%Western BulldogsFavourite

Essendon

6%

Western Bulldogs

94%

AI Match Overview

Western Bulldogs are clear favourites here at 94%, with our model expecting a comfortable victory over Essendon. The model sees Western Bulldogs ahead on 5 of 7 key factors including ELO Difference, Midfield ELO and Recent Win Rate. Western Bulldogs carry a 116-point ELO rating advantage (1604 vs 1488). Recent form favours Western Bulldogs with 4 wins from their last 5 compared to 3 for Essendon. The margin model predicts Western Bulldogs by 52.3 points with a combined total of 157.

Generated from model features • Pre-kick-off analysis

Edge Analysis

Each market is predicted by an independent model, H2H, margin, and totals may occasionally disagree.

H2H Recommendation

Western Bulldogs to Win @1.04

Winner ✓

Edge

-1.9%

Line / Spread

Western Bulldogs +53.5 @1.91

Winner ✓

Edge

-1.9%

Total Points

Under 177.5 @1.91

Lost ✗

Edge

+2.6%

Form & History

TeamLast 5Avg Pts
Essendon
W
W
W
L
L
82.9
Western Bulldogs
W
W
W
W
L
109.6

Avg Conceded

92.5

Essendon

81.3

Western Bulldogs

Avg Margin

6.0

Essendon

26.0

Western Bulldogs

Disposals

334.0

Essendon

335.1

Western Bulldogs

Inside 50s

45.4

Essendon

48.4

Western Bulldogs

Prediction BreakdownPure Alpha Model

📊Team ELO Ratings

ESS
1488Overall1604
WBD
ELO difference: -116 in favour of Western Bulldogs

🏈Positional Matchups

Player ELO aggregated by position group, higher = stronger unit

1037Midfield1147
WBD +111
966Forwards1137
WBD +172
979Defence1149
WBD +170
1013Ruck1059
WBD +47

📈Recent Form (Last 5)

ESS
Stat
WBD
2.7
Wins (Last 5)
3.6
82.9pts
Avg Score
109.6pts
92.5pts
Avg Conceded
81.3pts
6.0pts
Avg Margin
26.0pts
334.0
Disposals
335.1
45.4
Inside 50s
48.4

🔑Key Prediction Factors

What the model weighted most in this prediction

1
ELO Difference14.0%
Bulldogs
2
Midfield ELO11.0%
Bulldogs
3
Recent Win Rate10.0%
Bulldogs
4
Forward Line ELO9.0%
Bulldogs
5
Defensive ELO8.0%
Bulldogs
6
Venue Advantage7.0%
Essendon
7
H2H History6.0%

Model Confidence

94%

Western Bulldogs predicted to win by 52 points

Predicted total: 157 · Line: -52.3

Player Work Effort

Per-minute effort vs effectiveness (vs personal average)

Team Effort

+0.05

Team Effectiveness

-0.19

4
Elite
8
Hard Worker
1
Efficient
9
Poor Game
Sort:

Effort = pressure acts + tackles + contested possessions per minute on field, z-scored vs career avg. Effectiveness = disposal efficiency + fantasy/min + score involvements − errors, z-scored vs career avg.

2/3 predictions correct
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First / Anytime / Last ScorerPlayer Props