AFL | Round 17

alphr.com.au

SCG • TUESDAY 24 FEB, 10:45 PM

AI Game Review

Our model correctly predicted Sydney Swans to win at 67% probability. The predicted margin of 16.8 was reasonable against the actual 11-point result. A clean sweep, all 3 model picks hit for this match.

Model vs actual outcomes • Post-match analysis

Quarter-by-Quarter Win Probability

AI Win Probability

67%Sydney SwansFavourite

Sydney Swans

67%

Fremantle

33%

AI Match Overview

Sydney Swans are clear favourites here at 67%, with our model expecting a comfortable victory over Fremantle. Fremantle are stronger on paper across 4 of 7 key factors, including ELO Difference, Midfield ELO and Forward Line ELO, but Sydney Swans counter with Recent Win Rate and Venue Advantage which tips the scales. Recent form favours Fremantle with 4 wins from their last 5 compared to 3 for Sydney Swans. The margin model predicts Sydney Swans by 16.8 points with a combined total of 165.

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

Sydney Swans to Win @1.60

Winner ✓

Edge

+4.0%

Line / Spread

Sydney Swans -8.5 @1.91

Winner ✓

Edge

+4.0%

Total Points

Over 164.5 @1.91

Winner ✓

Edge

+2.6%

Form & History

TeamLast 5Avg Pts
Sydney Swans
W
W
W
L
L
101.6
Fremantle
W
W
W
W
L
84.5

Avg Conceded

73.6

Sydney Swans

65.3

Fremantle

Avg Margin

26.8

Sydney Swans

14.2

Fremantle

Disposals

355.5

Sydney Swans

331.3

Fremantle

Inside 50s

51.3

Sydney Swans

45.4

Fremantle

Prediction BreakdownPure Alpha Model

ELO–Market Disagreement

Fremantle hold the ELO advantage (1529 vs 1518), but the market favours Sydney Swans (@1.60).

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

📊Team ELO Ratings

SYD
1518Overall1529
FRE
ELO difference: -10 in favour of Fremantle

🏈Positional Matchups

Player ELO aggregated by position group, higher = stronger unit

983Midfield1067
FRE +85
1034Forwards1044
Even
981Defence1045
FRE +64
970Ruck1053
FRE +83

📈Recent Form (Last 5)

SYD
Stat
FRE
2.9
Wins (Last 5)
3.9
101.6pts
Avg Score
84.5pts
73.6pts
Avg Conceded
65.3pts
26.8pts
Avg Margin
14.2pts
355.5
Disposals
331.3
51.3
Inside 50s
45.4

🔑Key Prediction Factors

What the model weighted most in this prediction

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

Model Confidence

67%

Sydney Swans predicted to win by 17 points

Predicted total: 165 · Line: +16.8

Player Work Effort

Per-minute effort vs effectiveness (vs personal average)

Team Effort

-0.04

Team Effectiveness

+0.20

2
Elite
7
Hard Worker
13
Efficient
1
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.

3/3 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