AI correctly predicted the Swindon Town win.
The match finished 1–4, 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 Swindon Town Swindon Town ✔ Correct
- Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 1-4 ✖ Incorrect
Model vs Closing Market
| Outcome | Model | Closing Market | Difference | Signal |
|---|---|---|---|---|
| Forest Green | 30.6% | 43.0% | -12.5 pp | Market Higher |
| Draw | 29.5% | 29.7% | -0.2 pp | Aligned |
| Swindon Town | 39.9% | 27.3% | +12.7 pp | Model Edge |
The statistical model estimates Swindon Town's win probability at 39.9%, compared with the closing market's implied probability of 27.3%, a difference of 12.7 percentage points. This highlights a substantial disagreement between the model's assessment and the market consensus, rather than 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 (Swindon Town win 1–4).
Market Assessment
The statistical fair estimate is materially higher than the market on Swindon Town.
- The model may see a slower-scoring or closer matchup than the market.
- Monitor line movement before kickoff — not a betting recommendation.
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 Swindon Town more conservatively (27.2% vs model 39.9%, 12.7 pp), but the model's lean was validated (Swindon Town win 1–4).
Prediction Timeline
How this prediction moved from forecast to full-time review.
-
Aug 01, 2026 · 13:53 UTC Forecast generated
- Model 1X2 · Forest Green 30.6% · Draw 29.5% · Swindon Town 40.0%
- xG · Forest Green 1.20 — Swindon Town 1.40
-
Aug 01, 2026 · 13:36 UTC Opening odds snapshot PRE30
- 1X2 odds · Forest Green 2.04 · Draw 2.96 · Swindon Town 3.22
- Implied 1X2 · Forest Green 43.0% · Draw 29.7% · Swindon Town 27.3%
- Bookmaker · Pinnacle
-
Aug 01, 2026 · 13:53 UTC Closing snapshot recorded PRE10
- 1X2 odds · Forest Green 2.04 · Draw 2.96 · Swindon Town 3.22
- Implied 1X2 · Forest Green 43.0% · Draw 29.7% · Swindon Town 27.3%
- Bookmaker · Pinnacle
-
Aug 01, 2026 · 14:00 UTC Kickoff
-
FT Full-time result Swindon Town win · 1–4
-
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 (13 pp)
- Statistical edge detected
- Market has already priced much of the edge
- 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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