AI Verdict
Home Win — 59% probability ★★★☆☆
Confidence: Decisive · Updated: Wed, Apr 1, 2026 06:00 PM
AI Prediction
Predicted outcome: Home Win (59% probability)
- Home Win: 59%
- Draw: 17%
- Away Win: 24%
Most likely scores: 1-1 (13%), 1-0 (13%), 0-1 (12%)
Model Confidence
Confidence Rating: Decisive (59%)
Clear separation between top 2 outcomes
This measures how certain the AI is about the ranking of outcomes (Home Win > Draw > Away Win), not the probability of any single outcome.
Match Pulse
➡️ Outlook stable (LOW CONFIDENCE)
No significant events detected
Prediction Timeline
How the AI's prediction evolved during the match — from kickoff to final whistle.
Prediction Stability: Stable
Prediction remained stable
Probability swing: 0%
Turning Point: N/A' — Model maintained confidence throughout the match
Model maintained confidence throughout the match
In-Match Probability Shifts
- — H: 59% / D: 17% / A: 24% [Kickoff]
Explainable AI Review
After the match, the AI explains why its prediction succeeded or failed.
Predicted: [object Object]
Actual: [object Object]
Prediction Correct? ❌ No
What Went Wrong — And Why
The model's prediction was off — it expected a home win (59% confidence) but the match ended 0-3. Primary factor: Multiple factors diverged from model assumptions.
Key Deviations
Where the match numbers diverged from model expectations.
Error Analysis
Primary Reason: Multiple factors diverged from model assumptions
Error Categories: No significant deviation
Model Performance
How the AI model has performed historically, so you can calibrate your trust in its predictions.
- This match: ❌ Incorrect — Predicted [object Object], Actual [object Object]
- Track record: The model is evaluated continuously. Visit the Tracking page for Brier scores, calibration curves, and accuracy by league.
- How predictions are made: Our ensemble combines Gradient Boosting + Random Forest with Poisson-based score distributions, trained on historical match data, ELO ratings, and recent form.
Advanced Details
Frequently Asked Questions
- Why is Home Win the clear favorite?
- The AI model assigns 59% probability to Home Win, indicating strong confidence based on historical data, ELO ratings, and recent form analysis.
- How confident is the model in this ranking (Decisive, 59%)?
- Model Confidence measures how certain the AI is about the order of outcomes, not any single probability. A clear gap between the top two outcomes gives the model high conviction in its ranking.
- Why did the AI get this match wrong?
- The primary reason was: Multiple factors diverged from model assumptions. The Explainable AI Review above breaks down exactly which metrics (xG, possession, shots) diverged from what the model expected.
- How does the AI prediction model work?
- Our ensemble combines Gradient Boosting and Random Forest models trained on historical match data, ELO team ratings, recent form, and statistical metrics. Score distributions use Poisson-based simulations for the most likely scorelines.