Prediction Audit: Cleethorpes Town vs Whitby Town Prediction, Odds & AI Betting Tips

Cleethorpes Town

Aug 25, 2026 - 18:45

6 1.42

0 1.18

xG Accuracy: 20%

Whitby Town

AI correctly predicted the Cleethorpes Town win.

The match finished 6–0, 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 (6 goals) ✖ Incorrect
Both Teams To Score BTTS Yes No ✖ Incorrect
1X2 Cleethorpes Town Cleethorpes Town ✔ Correct
Correct Score Insights 1-1, 1-0, 2-1, 0-1, 2-0 6-0 ✖ Incorrect

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
Cleethorpes Town	40.9%	64.0%	-23.1 pp	Market Higher
Draw	29.4%	20.4%	+9.0 pp	Model Higher
Whitby Town	29.7%	15.6%	+14.1 pp	Model Edge

The closing market estimates Cleethorpes Town's win probability at 64.0%, compared with the model's estimate of 40.9%, a difference of 23.1 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 (Cleethorpes Town win 6–0).

Post Match Insights

What worked

Expected goals projected a high-scoring match (ΣxG 2.60) — 6 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 (6 goals)

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Cleethorpes Town higher (64.0% vs model 40.9%, 23.1 pp), but the model's lean was validated (Cleethorpes Town win 6–0).

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Prediction Timeline

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

Aug 25, 2026 · 18:47 UTC Forecast generated
- Model 1X2 · Cleethorpes Town 41.0% · Draw 29.4% · Whitby Town 29.6%
- xG · Cleethorpes Town 1.42 — Whitby Town 1.18
Aug 25, 2026 · 18:17 UTC Opening odds snapshot PRE30
- 1X2 odds · Cleethorpes Town 1.41 · Draw 4.42 · Whitby Town 5.80
- Implied 1X2 · Cleethorpes Town 64.0% · Draw 20.4% · Whitby Town 15.6%
- Bookmaker · Pinnacle
Aug 25, 2026 · 18:47 UTC Closing snapshot recorded PRE1
- 1X2 odds · Cleethorpes Town 1.41 · Draw 4.42 · Whitby Town 5.80
- Implied 1X2 · Cleethorpes Town 64.0% · Draw 20.4% · Whitby Town 15.6%
- Bookmaker · Pinnacle
Aug 25, 2026 · 18:45 UTC Kickoff
FT Full-time result Cleethorpes Town win · 6–0
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 51/100 · Moderate

Validation: Warning
Large market gap (23 pp)

Evidence ★★★★★

No strong statistical edge
Pricing remains divergent
Validation warning

Pricing proximity (inverse gap) 0/100

Betting Confidence 33/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 19, 2026 · 02:53 UTC Snapshot ID: dp-4554366

Closing Odds 1.41

AI Fair Odds —

CLV Pending

Final Result Cleethorpes Town win · Cleethorpes Town 6–0 Whitby 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 - Northern
Fixture: Cleethorpes Town vs Whitby Town
Kickoff: 2026-08-25 18:45:00
1X2 (model): Home 41.0% · Draw 29.4% · Away 29.6%
xG (showing): Cleethorpes Town 1.42 — Whitby Town 1.18 (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 54.1% · No 45.9%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
BTTS (model): Yes 54.1% · No 45.9%
Correct score (top bin): 1-1 (12.4%)

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.

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

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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Non League Premier - Northern — Standings

#	TEAM	MP	W	D	L	PTS
1	Cleethorpes Town	10	7	2	1	23
2	Avro	9	7	1	1	22
3	Redcar Athletic	10	6	4	0	22
4	Guiseley AFC	9	6	1	2	19
5	Warrington Town	9	5	2	2	17
6	Bury	9	5	1	3	16
7	Curzon Ashton	9	5	1	3	16
8	Workington	9	5	1	3	16
9	Gainsborough Trinity	9	4	1	4	13
10	Rylands	9	4	1	4	13
11	Alfreton Town	9	4	0	5	12
12	Whitby Town	9	4	0	5	12
13	Ashton United	9	3	2	4	11
14	Hyde United	10	3	2	5	11
15	AFC Emley	9	2	4	3	10
16	Lancaster City	9	3	1	5	10
17	Leek Town	10	2	3	5	9
18	Bamber Bridge	10	2	3	5	9
19	Stockton Town	10	2	2	6	8
20	Ilkeston Town	9	2	1	6	7
21	Quorn	9	1	3	5	6
22	United of Manchester	9	1	2	6	5

#	TEAM	MP	GS	GC	+/-	PTS
1	Avro	9	28	16	+12	22
2	Cleethorpes Town	10	25	6	+19	23
3	Guiseley AFC	9	22	10	+12	19
4	Redcar Athletic	10	19	7	+12	22
5	Bury	9	19	8	+11	16
6	Leek Town	10	19	20	-1	9
7	Curzon Ashton	9	18	10	+8	16
8	Warrington Town	9	18	14	+4	17
9	Workington	9	17	15	+2	16
10	Alfreton Town	9	15	10	+5	12
11	Gainsborough Trinity	9	14	12	+2	13
12	Whitby Town	9	14	24	-10	12
13	Bamber Bridge	10	14	27	-13	9
14	Stockton Town	10	13	20	-7	8
15	Rylands	9	12	13	-1	13
16	United of Manchester	9	12	19	-7	5
17	Quorn	9	12	23	-11	6
18	Hyde United	10	11	19	-8	11
19	Ashton United	9	10	9	+1	11
20	Lancaster City	9	9	17	-8	10
21	AFC Emley	9	8	15	-7	10
22	Ilkeston Town	9	6	21	-15	7