AI correctly predicted the Ayr Utd win.
The match finished 4–1, validating the model's directional assessment.
Tracked markets vs full-time result
Each row compares the pre-match model lean to the full-time result.
- Market Prediction Result Outcome
- Over / Under 2.5 Under 2.5 Over 2.5 (5 goals) ✖ Incorrect
- Both Teams To Score BTTS Yes Yes ✔ Correct
- 1X2 Ayr Utd Ayr Utd ✔ Correct
- Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 4-1 ✖ Incorrect
Model vs Closing Market
| Outcome | Model | Closing Market | Difference | Signal |
|---|---|---|---|---|
| Ayr Utd | 45.6% | 63.7% | -18.1 pp | Market Higher |
| Draw | 27.7% | 21.3% | +6.4 pp | Model Higher |
| Alloa Athletic | 26.7% | 15.0% | +11.7 pp | Model Edge |
The closing market estimates Ayr Utd's win probability at 63.7%, compared with the model's estimate of 45.6%, a difference of 18.1 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.
Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE10.
After full time, the model's directional lean matched the result (Ayr Utd win 4–1).
Market Assessment
The market is materially more optimistic about Ayr Utd than the current fair estimate.
- Investors may be incorporating information not fully reflected in the baseline model.
- Tournament-specific context can shift market pricing.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 2.60) — 5 goals materialised
- Both Teams To Score (Yes) matched the full-time result
What failed
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (5 goals)
- Exact score: outside the model's top score bins
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Ayr Utd higher (63.7% vs model 45.6%, 18.1 pp), but the model's lean was validated (Ayr Utd win 4–1).
Prediction Timeline
How this prediction moved from forecast to full-time review.
-
Jul 25, 2026 · 21:38 UTC Forecast generated
- Model 1X2 · Ayr Utd 45.6% · Draw 27.7% · Alloa Athletic 26.7%
- xG · Ayr Utd 1.35 — Alloa Athletic 1.25
-
Jul 25, 2026 · 13:33 UTC Opening odds snapshot PRE30
- 1X2 odds · Ayr Utd 1.44 · Draw 4.30 · Alloa Athletic 6.11
- Implied 1X2 · Ayr Utd 63.7% · Draw 21.3% · Alloa Athletic 15.0%
- Bookmaker · Pinnacle
-
Jul 25, 2026 · 13:54 UTC Closing snapshot recorded PRE10
- 1X2 odds · Ayr Utd 1.44 · Draw 4.30 · Alloa Athletic 6.11
- Implied 1X2 · Ayr Utd 63.7% · Draw 21.3% · Alloa Athletic 15.0%
- Bookmaker · Pinnacle
-
Jul 25, 2026 · 14:00 UTC Kickoff
-
FT Full-time result Ayr Utd win · 4–1
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
Historical Snapshot
Frozen at kickoff — the model output as it stood before the match started.
Pre-match metrics (historical context)
- Validation: Warning
- Large market gap (18 pp)
- No strong statistical edge
- Pricing remains divergent
- Validation warning
Validation Report
Immutable SnapshotModel Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Review FAQ
- How accurate was the prediction?
- This page grades directional markets (1X2, Over/Under 2.5, BTTS) against the full-time result. The prediction grade reflects how many of those tracked markets matched reality.
- What does xG Accuracy measure?
- xG Accuracy compares the model's pre-match expected-goals profile to the actual scoreline — not whether every market hit. A strong directional review can coexist with a moderate xG accuracy score.
- Why wasn't the exact score predicted?
- Correct-score outcomes are low-probability tails even when the model reads the match profile well. We highlight top score bins for context; missing the exact line does not invalidate a directional review.
- Does this improve the AI record?
- Each finished match is logged in our validation pipeline. Aggregated hit rates and CLV studies are published separately — this page is the per-match audit trail.
Predictions are for informational purposes only. Always gamble responsibly and within your limits. Past performance does not guarantee future results.
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