Prediction Audit: The New Saints vs Colwyn Bay Prediction, Odds & AI Betting Tips

The New Saints

Aug 28, 2026 - 18:45

5 1.48

1 1.12

xG Accuracy: 37%

Colwyn Bay

AI correctly predicted the The New Saints win.

The match finished 5–1, 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 (6 goals) ✖ Incorrect
Both Teams To Score BTTS Yes Yes ✔ Correct
1X2 The New Saints The New Saints ✔ Correct
Correct Score Insights 1-1, 1-0, 2-1, 0-1, 2-0 5-1 ✖ Incorrect

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
The New Saints	43.8%	73.0%	-29.1 pp	Market Higher
Draw	29.1%	17.2%	+11.9 pp	Model Edge
Colwyn Bay	27.1%	9.8%	+17.3 pp	Model Edge

The closing market estimates The New Saints's win probability at 73.0%, compared with the model's estimate of 43.8%, a difference of 29.1 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: PRE10.

After full time, the model's directional lean matched the result (The New Saints win 5–1).

Post Match Insights

What worked

Expected goals projected a high-scoring match (ΣxG 2.60) — 6 goals materialised
The New Saints attacking xG significantly stronger (1.48 vs 1.12)
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 (6 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 The New Saints higher (72.9% vs model 43.8%, 29.1 pp), but the model's lean was validated (The New Saints win 5–1).

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Prediction Timeline

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

Aug 28, 2026 · 18:38 UTC Forecast generated
- Model 1X2 · The New Saints 43.9% · Draw 29.1% · Colwyn Bay 27.1%
- xG · The New Saints 1.48 — Colwyn Bay 1.12
Aug 28, 2026 · 18:18 UTC Opening odds snapshot PRE30
- 1X2 odds · The New Saints 1.27 · Draw 5.39 · Colwyn Bay 9.45
- Implied 1X2 · The New Saints 73.0% · Draw 17.2% · Colwyn Bay 9.8%
- Bookmaker · Pinnacle
Aug 28, 2026 · 18:38 UTC Closing snapshot recorded PRE10
- 1X2 odds · The New Saints 1.27 · Draw 5.39 · Colwyn Bay 9.45
- Implied 1X2 · The New Saints 73.0% · Draw 17.2% · Colwyn Bay 9.8%
- Bookmaker · Pinnacle
Aug 28, 2026 · 18:45 UTC Kickoff
FT Full-time result The New Saints win · 5–1
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.

Historical verdict: Cautious / Wait

Historical label: Originally displayed as "Wait for validation".

Historical Decision Wait

Outcome Validated

Pre-match metrics (historical context)

Prediction Reliability 48/100 · Moderate

Validation: Warning
Large market gap (29 pp)

Evidence ★★★★★

No strong statistical edge
Market strongly disagrees on price
Validation warning

Pricing proximity (inverse gap) 0/100

Betting Confidence 31/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 22, 2026 · 04:07 UTC Snapshot ID: dp-4946027

Closing Odds 1.27

AI Fair Odds —

CLV Pending

Final Result The New Saints win · The New Saints 5–1 Colwyn Bay

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: The New Saints vs Colwyn Bay
Kickoff: 2026-08-28 18:45:00
1X2 (model): Home 43.9% · Draw 29.1% · Away 27.1%
xG (showing): The New Saints 1.48 — Colwyn Bay 1.12 (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 53.6% · No 46.4%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
BTTS (model): Yes 53.6% · No 46.4%
Correct score (top bin): 1-1 (12.3%)

The decision block shows no default Primary: Primary needs consensus EV ≥ +5.0% plus strength/reliability/calibration gates. A separate Lean/tracked gate is +2.0% (selective only). Lean labels are directional only — not bankroll-sized recommendations.

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

Historical Recommendation

Historical Decision: Wait

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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Premier League — Standings

#	TEAM	MP	W	D	L	PTS
1	The New Saints	10	9	1	0	28
2	Penybont	10	7	3	0	24
3	Caernarfon Town	10	7	1	2	22
4	GAP Connah S Quay FC	10	7	1	2	22
5	Barry Town	10	7	1	2	22
6	Colwyn Bay	10	6	1	3	19
7	Llandudno	10	5	1	4	16
8	Airbus UK	10	5	0	5	15
9	Cambrian & Clydach	10	4	3	3	15
10	Cardiff MET	9	4	2	3	14
11	Haverfordwest County AFC	9	3	1	5	10
12	Briton Ferry	10	2	2	6	8
13	Trefelin	10	0	3	7	3
14	Ammanford AFC	10	0	3	7	3
15	Flint Town United	10	0	2	8	2
16	Holywell	10	0	1	9	1

#	TEAM	MP	GS	GC	+/-	PTS
1	Caernarfon Town	10	33	11	+22	22
2	The New Saints	10	26	4	+22	28
3	Barry Town	10	25	16	+9	22
4	GAP Connah S Quay FC	10	23	7	+16	22
5	Penybont	10	20	8	+12	24
6	Colwyn Bay	10	20	14	+6	19
7	Cardiff MET	9	19	11	+8	14
8	Llandudno	10	18	14	+4	16
9	Airbus UK	10	17	15	+2	15
10	Cambrian & Clydach	10	17	20	-3	15
11	Holywell	10	11	35	-24	1
12	Briton Ferry	10	9	19	-10	8
13	Flint Town United	10	8	24	-16	2
14	Haverfordwest County AFC	9	7	14	-7	10
15	Ammanford AFC	10	7	28	-21	3
16	Trefelin	10	4	24	-20	3