AI correctly predicted the Chippenham Town win.
The match finished 2–1, 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 (3 goals) ✖ Incorrect
- Both Teams To Score BTTS No Yes ✖ Incorrect
- 1X2 Chippenham Town Chippenham Town ✔ Correct
- Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 2-1 ✔ Correct
Model vs Closing Market
| Outcome | Model | Closing Market | Difference | Signal |
|---|---|---|---|---|
| Chippenham Town | 36.6% | 41.3% | -4.7 pp | Aligned |
| Draw | 29.6% | 24.2% | +5.4 pp | Model Higher |
| Yate Town | 33.8% | 34.5% | -0.7 pp | Aligned |
The statistical model estimates Draw's win probability at 29.6%, compared with the closing market's implied probability of 24.2%, a difference of 5.4 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: PRE5.
After full time, the model's directional lean matched the result (Chippenham Town win 2–1).
Market Assessment
The fair estimate shows a modest edge over current market pricing on Draw.
- Monitor line movement before kickoff — not a betting recommendation.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised
- Exact score 2–1 fell within the model's highlighted bins
What failed
- Both Teams To Score: model leaned BTTS No; match finished BTTS Yes
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Chippenham Town more conservatively (31.2% vs model 36.6%, 5.4 pp), but the model's lean was validated (Chippenham Town win 2–1).
Prediction Timeline
How this prediction moved from forecast to full-time review.
-
Sep 22, 2026 · 18:45 UTC Forecast generated
- Model 1X2 · Chippenham Town 36.6% · Draw 29.6% · Yate Town 33.8%
- xG · Chippenham Town 1.33 — Yate Town 1.27
-
Sep 22, 2026 · 18:17 UTC Opening odds snapshot PRE30
- 1X2 odds · Chippenham Town 2.40 · Draw 3.60 · Yate Town 2.40
- Implied 1X2 · Chippenham Town 37.5% · Draw 25.0% · Yate Town 37.5%
- Bookmaker · Bet365
-
Sep 22, 2026 · 18:45 UTC Closing snapshot recorded PRE5
- 1X2 odds · Chippenham Town 2.18 · Draw 3.72 · Yate Town 2.61
- Implied 1X2 · Chippenham Town 41.3% · Draw 24.2% · Yate Town 34.5%
- Bookmaker · Pinnacle
-
Sep 22, 2026 · 18:45 UTC Kickoff
-
FT Full-time result Chippenham Town win · 2–1
-
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: Pass
- No strong statistical edge
- Direction agrees with model lean
- Validation passed
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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