Predictions / Football / Wales. Premier League / Holywell vs Barry Town

Prediction Audit: Holywell vs Barry Town Prediction, Odds & AI Betting Tips

Aug 21, 2026 - 18:45
1 1.21
3 1.39
xG Accuracy: 61%

AI correctly predicted the Barry Town win.

The match finished 1–3, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade B-

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 Barry Town Barry Town ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 1-3 ✖ Incorrect

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)
  • Exact score: outside the model's top score bins

Market lesson

The model's directional lean matched the full-time result (Barry Town win 1–3).

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Prediction Timeline

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

  1. Aug 21, 2026 · 18:46 UTC Forecast generated
    • xG · Holywell 1.21 — Barry Town 1.39
  2. Aug 21, 2026 · 18:45 UTC Kickoff
  3. FT Full-time result Barry Town win · 1–3
  4. FT Prediction validated Directional lean matched full-time result
  5. 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 57/100 · Moderate
  • Validation: Pending
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation pending
Market Compatibility 100/100
Betting Confidence 59/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 15, 2026 · 02:20 UTC Snapshot ID: dp-4039293

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Barry Town win · Holywell 1–3 Barry Town
Prediction ✔ Correct
Decision Grade B-

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: Premier League
  • Fixture: Holywell vs Barry Town
  • Kickoff: 2026-08-21 18:45:00
  • 1X2 (model): Home 31.0% · Draw 29.5% · Away 39.5%
  • xG (showing): Holywell 1.21 — Barry Town 1.39 (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 54.3% · No 45.7%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.3% · No 45.7%
  • 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: 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

October 10, 2026 (UTC)

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Premier League Premier League — Standings
# TEAM MP W D L PTS
1 The New Saints 12 11 1 0 34
2 GAP Connah S Quay FC 12 9 1 2 28
3 Penybont 12 8 3 1 27
4 Barry Town 12 8 1 3 25
5 Caernarfon Town 12 7 2 3 23
6 Colwyn Bay 12 7 1 4 22
7 Cardiff MET 12 6 3 3 21
8 Airbus UK 12 6 0 6 18
9 Cambrian & Clydach 12 5 3 4 18
10 Llandudno 12 5 1 6 16
11 Briton Ferry 12 3 3 6 12
12 Haverfordwest County AFC 12 3 1 8 10
13 Flint Town United 12 2 2 8 8
14 Ammanford AFC 12 1 3 8 6
15 Trefelin 12 0 3 9 3
16 Holywell 12 0 2 10 2
# TEAM MP GS GC +/- PTS
1 The New Saints 12 38 5 +33 34
2 Caernarfon Town 12 35 14 +21 23
3 GAP Connah S Quay FC 12 28 8 +20 28
4 Barry Town 12 27 20 +7 25
5 Cardiff MET 12 23 13 +10 21
6 Penybont 12 22 10 +12 27
7 Colwyn Bay 12 21 15 +6 22
8 Airbus UK 12 21 17 +4 18
9 Llandudno 12 21 19 +2 16
10 Cambrian & Clydach 12 21 32 -11 18
11 Holywell 12 13 38 -25 2
12 Flint Town United 12 12 24 -12 8
13 Briton Ferry 12 11 20 -9 12
14 Ammanford AFC 12 9 32 -23 6
15 Haverfordwest County AFC 12 7 17 -10 10
16 Trefelin 12 5 30 -25 3
Premier League Wales. Premier League Predictions