Prediction Audit: Bishop's Stortford vs Bury Town Prediction, Odds & AI Betting Tips

Sep 29, 2026 - 18:45
1 1.16
2 1.44
xG Accuracy: 82%

AI correctly predicted the Bury Town win.

The match finished 1–2, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade F

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 Bury Town Bury Town ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-2, 1-0, 0-2 1-2 ✔ Correct

Model vs Closing Market

Moderate Disagreement

The closing market prices Bury Town higher than the statistical model.

Largest probability gap: Bury Town -5.9 pp

Outcome Model Closing Market Difference Signal
Bishop's Stortford 28.8% 26.9% +1.9 pp Aligned
Draw 29.3% 25.3% +4.0 pp Aligned
Bury Town 41.9% 47.8% -5.9 pp Market Higher

The closing market estimates Bury Town's win probability at 47.8%, compared with the model's estimate of 41.9%, a difference of 5.9 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: PRE1.

After full time, the model's directional lean matched the result (Bury Town win 1–2).

Market Assessment

The market and model broadly agree on Bury Town. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.

  • 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 1–2 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 Bury Town higher (47.8% vs model 41.9%, 5.9 pp), but the model's lean was validated (Bury Town win 1–2).

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Prediction Timeline

How this prediction moved from forecast to full-time review.

  1. Sep 29, 2026 · 18:47 UTC Forecast generated
    • Model 1X2 · Bishop's Stortford 28.8% · Draw 29.3% · Bury Town 41.9%
    • xG · Bishop's Stortford 1.16 — Bury Town 1.44
  2. Sep 29, 2026 · 18:17 UTC Opening odds snapshot PRE30
    • 1X2 odds · Bishop's Stortford 3.36 · Draw 3.56 · Bury Town 1.90
    • Implied 1X2 · Bishop's Stortford 26.9% · Draw 25.4% · Bury Town 47.6%
    • Bookmaker · Pinnacle
  3. Sep 29, 2026 · 18:47 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Bishop's Stortford 3.41 · Draw 3.62 · Bury Town 1.92
    • Implied 1X2 · Bishop's Stortford 26.9% · Draw 25.3% · Bury Town 47.8%
    • Bookmaker · Pinnacle
  4. Sep 29, 2026 · 18:45 UTC Kickoff
  5. FT Full-time result Bury Town win · 1–2
  6. FT Prediction validated Directional lean matched full-time result
  7. Archived Prediction review

Historical Snapshot

Frozen at kickoff — the model output as it stood before the match started.

Historical verdict: Observe
Historical Decision No Primary Bet
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 76/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Market Compatibility 70/100
Betting Confidence 79/100

Validation Report

Immutable Snapshot

Prediction Time: Sep 23, 2026 · 02:17 UTC Snapshot ID: dp-10421536

Closing Odds 1.92
AI Fair Odds —
CLV Pending
Final Result Bury Town win · Bishop's Stortford 1–2 Bury Town
Prediction ✔ Correct
Decision Grade F

Model 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.

AI match briefing

AI Match Summary

Pre-match snapshot for this fixture.

  • League: Non League Premier - Southern Central
  • Fixture: Bishop's Stortford vs Bury Town
  • Kickoff: 2026-09-29 18:45:00
  • 1X2 (model): Home 28.8% · Draw 29.3% · Away 41.9%
  • xG (showing): Bishop's Stortford 1.16 — Bury Town 1.44 (total xG ≈ 2.6)
  • Primary / headline line (Betting Primary Pick when shown): Under 2.5 goals
  • Model: 51.8% · Implied: 45.5% · Probability edge: +6.3 pts · Est. EV: +8.3%
  • BTTS (model): Yes 54.0% · No 46.0%
  • Correct score (top bin): 1-1 (12.4%)

Use the cards for tiering; this text only restates the same inputs in narrative form.

Early match state can move realised goals away from pre-kick projections.

Historical Recommendation

Historical Decision: No Primary Bet

Outcome: Validated — Pre-match lean validated against the full-time result.

Risk Factors Considered Before Kickoff

  • Price movement: implied probabilities and EV move with odds.
  • Sample / data gaps: low-information leagues widen forecast bands.
  • In-play state: goals and red cards are not modelled here.
  • Scoreline variance: the most likely scoreline is still usually a low absolute probability outcome (often well below 20%).

Last Updated

September 30, 2026 (UTC)

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Non League Premier - Southern Central Non League Premier - Southern Central — Standings
# TEAM MP W D L PTS
1 Real Bedford 8 8 0 0 24
2 Bromsgrove Sporting 8 7 0 1 21
3 Bury Town 8 7 0 1 21
4 Alvechurch 8 6 1 1 19
5 Kettering Town 8 4 3 1 15
6 Anstey Nomads 8 4 3 1 15
7 Rushall Olympic 8 5 0 3 15
8 Peterborough Sports 8 3 3 2 12
9 Leiston 8 3 2 3 11
10 Needham Market 7 3 1 3 10
11 Bishop's Stortford 8 3 1 4 10
12 Redditch United 8 2 3 3 9
13 Halesowen Town 6 3 0 3 9
14 Stourbridge 7 2 3 2 9
15 Racing Club Warwick 8 1 3 4 6
16 Worcester City 8 1 3 4 6
17 Banbury United 8 1 3 4 6
18 Leighton Town 7 1 2 4 5
19 Leamington 7 1 2 4 5
20 Hitchin Town 8 0 4 4 4
21 Stratford Town 8 0 3 5 3
22 Stamford 8 0 0 8 0
# TEAM MP GS GC +/- PTS
1 Real Bedford 8 26 8 +18 24
2 Alvechurch 8 17 4 +13 19
3 Bromsgrove Sporting 8 16 7 +9 21
4 Bury Town 8 16 7 +9 21
5 Rushall Olympic 8 16 13 +3 15
6 Anstey Nomads 8 15 9 +6 15
7 Leiston 8 15 14 +1 11
8 Peterborough Sports 8 13 11 +2 12
9 Kettering Town 8 12 5 +7 15
10 Needham Market 7 11 11 0 10
11 Redditch United 8 10 11 -1 9
12 Leighton Town 7 10 15 -5 5
13 Bishop's Stortford 8 9 11 -2 10
14 Stourbridge 7 9 11 -2 9
15 Racing Club Warwick 8 8 12 -4 6
16 Halesowen Town 6 7 8 -1 9
17 Banbury United 8 7 13 -6 6
18 Leamington 7 7 13 -6 5
19 Hitchin Town 8 6 12 -6 4
20 Stratford Town 8 6 16 -10 3
21 Worcester City 8 5 10 -5 6
22 Stamford 8 1 21 -20 0