Predictions / Football / Northern-Ireland. Premiership / Bangor vs Ballymena United

Prediction Audit: Bangor vs Ballymena United Prediction, Odds & AI Betting Tips

Sep 05, 2026 - 14:00
2 1.28
2 1.32
xG Accuracy: 68%

The model missed the final outcome (Draw 2–2).

The model had projected Ballymena United at 36.1%, but the full-time result went the other way.

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 (4 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Ballymena United Draw ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 2-2 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Ballymena United higher than the statistical model.

Largest probability gap: Ballymena United -19.3 pp

Outcome Model Closing Market Difference Signal
Bangor 34.2% 21.2% +13.1 pp Model Edge
Draw 29.6% 23.4% +6.2 pp Model Higher
Ballymena United 36.1% 55.4% -19.3 pp Market Higher

The closing market estimates Ballymena United's win probability at 55.4%, compared with the model's estimate of 36.1%, a difference of 19.3 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 result was Draw 2–2.

Market Assessment

The market is materially more optimistic about Ballymena United 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) — 4 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 (4 goals)
  • 1X2: model leaned Ballymena United; match finished Draw

Market lesson

The closing market differed from the model on Ballymena United by 19.3 percentage points (55.4% vs model 36.1%) — in this case the market view proved closer.

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Prediction Timeline

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

  1. Sep 05, 2026 · 14:08 UTC Forecast generated
    • Model 1X2 · Bangor 34.2% · Draw 29.7% · Ballymena United 36.1%
    • xG · Bangor 1.28 — Ballymena United 1.32
  2. Sep 05, 2026 · 13:41 UTC Opening odds snapshot PRE30
    • 1X2 odds · Bangor 4.48 · Draw 4.05 · Ballymena United 1.71
    • Implied 1X2 · Bangor 21.2% · Draw 23.4% · Ballymena United 55.4%
    • Bookmaker · Pinnacle
  3. Sep 05, 2026 · 14:08 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Bangor 4.48 · Draw 4.05 · Ballymena United 1.71
    • Implied 1X2 · Bangor 21.2% · Draw 23.4% · Ballymena United 55.4%
    • Bookmaker · Pinnacle
  4. Sep 05, 2026 · 14:00 UTC Kickoff
  5. FT Full-time result Draw · 2–2
  6. FT Prediction missed 1X2 lean did not match full-time result
  7. Archived Prediction review

Historical Snapshot

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

Historical verdict: Monitor
Historical Decision Monitor
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 53/100 · Moderate
  • Validation: Warning
  • Large market gap (19 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 3/100
Betting Confidence 42/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 30, 2026 · 02:33 UTC Snapshot ID: dp-6145699

Closing Odds 1.71
AI Fair Odds —
CLV Pending
Final Result Draw · Bangor 2–2 Ballymena United
Prediction ✖ Missed
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: Premiership
  • Fixture: Bangor vs Ballymena United
  • Kickoff: 2026-09-05 14:00:00
  • 1X2 (model): Home 34.2% · Draw 29.7% · Away 36.1%
  • xG (showing): Bangor 1.28 — Ballymena United 1.32 (total xG ≈ 2.6)
  • Value headline: At least one tracked line reaches the headline EV threshold — align with the hero / Primary card if shown.
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 54.5% · No 45.5%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.5% · No 45.5%
  • Correct score (top bin): 1-1 (12.5%)

Saying “no value” on a snapshot is a feature, not a bug: it protects readers from forcing a play when the edge is not there.

Prefer skipping to over-staking when the engine is honest about missing edge.

Historical Recommendation

Historical Decision: Monitor

Outcome: Missed — Pre-match 1X2 lean did not match 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 29, 2026 (UTC)

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Premiership Premiership — Standings
# TEAM MP W D L PTS
1 Coleraine FC 9 7 1 1 22
2 Linfield 9 7 1 1 22
3 Larne 6 5 1 0 16
4 Dungannon Swifts 8 4 1 3 13
5 Cliftonville FC 8 4 0 4 12
6 Crusaders FC 8 4 0 4 12
7 Glentoran 8 3 1 4 10
8 Carrick Rangers 8 3 1 4 10
9 Ballymena United 7 1 3 3 6
10 Limavady United 7 2 0 5 6
11 Bangor 8 1 2 5 5
12 Portadown 8 0 1 7 1
# TEAM MP GS GC +/- PTS
1 Coleraine FC 9 19 8 +11 22
2 Crusaders FC 8 13 13 0 12
3 Larne 6 12 3 +9 16
4 Linfield 9 12 6 +6 22
5 Cliftonville FC 8 12 10 +2 12
6 Glentoran 8 11 10 +1 10
7 Carrick Rangers 8 11 13 -2 10
8 Ballymena United 7 10 11 -1 6
9 Dungannon Swifts 8 9 8 +1 13
10 Bangor 8 7 17 -10 5
11 Limavady United 7 6 11 -5 6
12 Portadown 8 5 17 -12 1