AFL | Round 12

alphr.com.au

MCG • TUESDAY 24 FEB, 10:45 PM

AI Game Review

Our model correctly predicted Collingwood to win at 94% probability. The margin model missed here, predicting 30.1 but the actual margin was 51 points. Collingwood led 63–39 at the break and pulled away in the second half to win by 51. The model went 2/3 on this match. The 1-39 margin band call landed.

Model vs actual outcomes • Post-match analysis

Quarter-by-Quarter Win Probability

AI Win Probability

94%CollingwoodFavourite

Collingwood

94%

Hawthorn

6%

AI Match Overview

Collingwood are clear favourites here at 94%, with our model expecting a comfortable victory over Hawthorn. Both sides are evenly matched across the key prediction factors, which explains the tight margin between them. Recent form favours Collingwood with 3 wins from their last 5 compared to 2 for Hawthorn. The margin model predicts Collingwood by 30.1 points with a combined total of 176.

Generated from model features • Pre-kick-off analysis

Edge Analysis

2 ACTIVE EDGES

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

H2H Recommendation

Collingwood to Win @1.63

Winner ✓

Edge

+32.2%

Line / Spread

Collingwood -8.5 @1.91

Winner ✓

Edge

+32.2%

Total Points

Over 168.5 @1.91

Lost ✗

Edge

+2.6%

Form & History

TeamLast 5Avg Pts
Collingwood
W
W
W
L
L
104.0
Hawthorn
W
W
L
L
L
84.4

Avg Conceded

86.7

Collingwood

96.8

Hawthorn

Avg Margin

16.5

Collingwood

-5.7

Hawthorn

Disposals

364.0

Collingwood

362.8

Hawthorn

Inside 50s

52.8

Collingwood

47.8

Hawthorn

Prediction BreakdownPure Alpha Model

ELO–Market Disagreement

Hawthorn hold the ELO advantage (1558 vs 1539), but the market favours Collingwood (@1.63).

The model sides with the market, other factors override the ELO gap.

📊Team ELO Ratings

COL
1539Overall1558
HAW
ELO difference: -18 in favour of Hawthorn

🏈Positional Matchups

Player ELO aggregated by position group, higher = stronger unit

1038Midfield999
COL +39
1026Forwards1058
HAW +32
1005Defence1057
HAW +51
993Ruck1085
HAW +92

📈Recent Form (Last 5)

COL
Stat
HAW
2.8
Wins (Last 5)
2.3
104.0pts
Avg Score
84.4pts
86.7pts
Avg Conceded
96.8pts
16.5pts
Avg Margin
-5.7pts
364.0
Disposals
362.8
52.8
Inside 50s
47.8

🔑Key Prediction Factors

What the model weighted most in this prediction

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

Model Confidence

94%

Collingwood predicted to win by 30 points

Predicted total: 176 · Line: +30.1

Player Work Effort

Per-minute effort vs effectiveness (vs personal average)

Team Effort

-0.18

Team Effectiveness

+0.30

8
Elite
2
Hard Worker
8
Efficient
5
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
Coming Soon

Goal Scorer Predictions

AI-powered goal scorer predictions and player prop markets, built on our 6-model player stats engine.

First / Anytime / Last ScorerPlayer Props