Prediction Audit: Ruthin Town vs Caersws Prediction, Odds & AI Betting Tips

Ruthin Town

Sep 04, 2026 - 18:45

0 1.25

3 1.35

xG Accuracy: 45%

Caersws

AI correctly predicted the Caersws win.

The match finished 0–3, 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 Yes No ✖ Incorrect
1X2 Caersws Caersws ✔ Correct
Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 0-3 ✖ Incorrect

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
Ruthin Town	32.9%	25.8%	+7.0 pp	Model Higher
Draw	29.6%	22.5%	+7.1 pp	Model Higher
Caersws	37.5%	51.7%	-14.1 pp	Market Higher

The closing market estimates Caersws's win probability at 51.7%, compared with the model's estimate of 37.5%, a difference of 14.1 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: PRE1.

After full time, the model's directional lean matched the result (Caersws win 0–3).

Market Assessment

The market is materially more optimistic about Caersws 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) — 3 goals materialised

What failed

Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
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 Caersws higher (51.6% vs model 37.5%, 14.1 pp), but the model's lean was validated (Caersws win 0–3).

Premium betting site stake: New users can use the promo code FHn2uDc1 to receive $100 cash.

Prediction Timeline

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

Sep 04, 2026 · 18:46 UTC Forecast generated
- Model 1X2 · Ruthin Town 32.9% · Draw 29.6% · Caersws 37.6%
- xG · Ruthin Town 1.25 — Caersws 1.35
Sep 04, 2026 · 18:16 UTC Opening odds snapshot PRE30
- 1X2 odds · Ruthin Town 3.50 · Draw 4.02 · Caersws 1.75
- Implied 1X2 · Ruthin Town 25.8% · Draw 22.5% · Caersws 51.7%
- Bookmaker · Pinnacle
Sep 04, 2026 · 18:46 UTC Closing snapshot recorded PRE1
- 1X2 odds · Ruthin Town 3.50 · Draw 4.02 · Caersws 1.75
- Implied 1X2 · Ruthin Town 25.8% · Draw 22.5% · Caersws 51.7%
- Bookmaker · Pinnacle
Sep 04, 2026 · 18:45 UTC Kickoff
FT Full-time result Caersws win · 0–3
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: Monitor

Historical Decision Monitor

Outcome Validated

Pre-match metrics (historical context)

Prediction Reliability 56/100 · Moderate

Validation: Warning
Large market gap (14 pp)

Evidence ★★★★★

No strong statistical edge
Market has already priced much of the edge
Validation warning

Pricing proximity (inverse gap) 29/100

Betting Confidence 44/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 29, 2026 · 02:59 UTC Snapshot ID: dp-5929204

Closing Odds 1.75

AI Fair Odds —

CLV Pending

Final Result Caersws win · Ruthin Town 0–3 Caersws

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

Below is a compact, numbers-first snapshot aligned with the same engine as the cards above.

League: FAW Championship
Fixture: Ruthin Town vs Caersws
Kickoff: 2026-09-04 18:45:00
1X2 (model): Home 32.9% · Draw 29.6% · Away 37.6%
xG (showing): Ruthin Town 1.25 — Caersws 1.35 (total xG ≈ 2.6)
Value headline: None — no positive EV on tracked lines at current best prices (same as the decision block: no default bet).
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%)

When book depth is thin or odds are missing, EV may be unavailable even though the model still prefers one side on totals or BTTS — wait for cleaner prices or skip.

If lines move materially, re-run generation or refresh — implied probabilities and any future EV readouts will change first.

Historical Recommendation

Historical Decision: Monitor

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 03, 2026 (UTC)

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FAW Championship — Standings

#	TEAM	MP	W	D	L	PTS
1	Swansea University	7	5	2	0	17
2	Aberystwyth Town	7	5	1	1	16
3	Pontypridd Town	7	5	1	1	16
4	Caerau (Ely)	9	5	1	3	16
5	Baglan Dragons	10	5	1	4	16
6	Carmarthen Town	9	4	2	3	14
7	Treowen Stars	8	4	1	3	13
8	Afan Lido	10	3	2	5	11
9	Trethomas Bluebirds	8	2	4	2	10
10	Ynyshir Albions	7	2	4	1	10
11	Caerphilly Athletic	8	2	2	4	8
12	Newport City	6	2	1	3	7
13	Cardiff Draconians	6	2	1	3	7
14	Llantwit Major	7	2	1	4	7
15	Pontardawe Town	7	2	0	5	6
16	llanelli AFC	10	0	2	8	2

#	TEAM	MP	GS	GC	+/-	PTS
1	Swansea University	7	22	5	+17	17
2	Caerau (Ely)	9	21	18	+3	16
3	Carmarthen Town	9	20	19	+1	14
4	Aberystwyth Town	7	19	7	+12	16
5	Pontypridd Town	7	18	12	+6	16
6	Treowen Stars	8	17	16	+1	13
7	Trethomas Bluebirds	8	15	14	+1	10
8	Afan Lido	10	13	17	-4	11
9	Baglan Dragons	10	11	11	0	16
10	Pontardawe Town	7	11	14	-3	6
11	Newport City	6	9	5	+4	7
12	Cardiff Draconians	6	8	11	-3	7
13	Caerphilly Athletic	8	8	14	-6	8
14	Ynyshir Albions	7	7	6	+1	10
15	llanelli AFC	10	7	27	-20	2
16	Llantwit Major	7	6	16	-10	7