AI Game Review
Fremantle defied the model's 72% prediction for GWS GIANTS — a notable upset. The margin model missed here — predicting 15.4 but the actual margin was 34 points. Fremantle led 29–40 at the break and pulled away in the second half to win by 34. The model went 1/3 on this match. The under 172.5 total call was correct.
Model vs actual outcomes • Post-match analysis
Quarter-by-Quarter Win Probability
AI Win Probability
GWS GIANTS
72%
Fremantle
28%
AI Match Overview
GWS GIANTS are clear favourites here at 72%, with our model expecting a comfortable victory over Fremantle. The model sees GWS GIANTS ahead on 5 of 7 key factors including ELO Difference, Midfield ELO and Forward Line ELO. GWS GIANTS carry a 144-point ELO rating advantage (1570 vs 1425). The margin model predicts GWS GIANTS by 15.4 points with a combined total of 165.
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
GWS GIANTS to Win @1.33
Lost ✗
Edge
-3.5%
Line / Spread
GWS GIANTS -19.5 @1.91
Lost ✗
Edge
-3.5%
Total Points
Under 172.5 @1.91
Winner ✓
Edge
+2.6%
Form & History
| Team | Last 5 | Avg Pts |
|---|---|---|
GWS GIANTS | WWLLL | 80.6 |
Fremantle | WWLLL | 81.2 |
Avg Conceded
87.0
GWS GIANTS
82.4
Fremantle
Avg Margin
-6.4
GWS GIANTS
-1.2
Fremantle
Disposals
377.8
GWS GIANTS
337.8
Fremantle
Inside 50s
50.0
GWS GIANTS
50.0
Fremantle
📊Team ELO Ratings
🏈Positional Matchups
Player ELO aggregated by position group — higher = stronger unit
📈Recent Form (Last 5)
🔑Key Prediction Factors
What the model weighted most in this prediction
Model Confidence
72%
GWS GIANTS predicted to win by 15 points
Predicted total: 165 · Line: +15.4
Player Work Effort
Per-minute effort vs effectiveness (vs personal average)Team Effort
-0.21
Team Effectiveness
+0.02
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.
Goal Scorer Predictions
AI-powered goal scorer predictions and player prop markets — built on our 6-model player stats engine.