Predictions / Football / England. Non League Premier - Northern / Quorn vs Cleethorpes Town

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

Quorn Quorn
Aug 11, 2026 - 18:45
0 1.29
5 1.31
xG Accuracy: 25%
Cleethorpes Town Cleethorpes Town

AI correctly predicted the Cleethorpes Town win.

The match finished 0–5, 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 (5 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Cleethorpes Town Cleethorpes Town ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 0-5 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

The closing market prices Cleethorpes Town higher than the statistical model.

Largest probability gap: Cleethorpes Town -5.8 pp

Outcome Model Closing Market Difference Signal
Quorn 34.7% 31.6% +3.1 pp Aligned
Draw 29.6% 27.0% +2.6 pp Aligned
Cleethorpes Town 35.6% 41.4% -5.8 pp Market Higher

The closing market estimates Cleethorpes Town's win probability at 41.4%, compared with the model's estimate of 35.6%, a difference of 5.8 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 0–5).

Market Assessment

The market and model broadly agree on Cleethorpes Town. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.

  • Monitor line movement before kickoff — not a betting recommendation.

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 5 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 (5 goals)

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Cleethorpes Town higher (41.4% vs model 35.6%, 5.8 pp), but the model's lean was validated (Cleethorpes Town win 0–5).

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Prediction Timeline

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

  1. Aug 11, 2026 · 18:48 UTC Forecast generated
    • Model 1X2 · Quorn 34.7% · Draw 29.7% · Cleethorpes Town 35.6%
    • xG · Quorn 1.29 — Cleethorpes Town 1.31
  2. Aug 11, 2026 · 18:18 UTC Opening odds snapshot PRE30
    • 1X2 odds · Quorn 2.90 · Draw 3.39 · Cleethorpes Town 2.21
    • Implied 1X2 · Quorn 31.6% · Draw 27.0% · Cleethorpes Town 41.4%
    • Bookmaker · Pinnacle
  3. Aug 11, 2026 · 18:48 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Quorn 2.90 · Draw 3.39 · Cleethorpes Town 2.21
    • Implied 1X2 · Quorn 31.6% · Draw 27.0% · Cleethorpes Town 41.4%
    • Bookmaker · Pinnacle
  4. Aug 11, 2026 · 18:45 UTC Kickoff
  5. FT Full-time result Cleethorpes Town win · 0–5
  6. FT Prediction validated Directional lean matched full-time result
  7. 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 76/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Market Compatibility 71/100
Betting Confidence 79/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 05, 2026 · 02:31 UTC Snapshot ID: dp-3020309

Closing Odds 2.21
AI Fair Odds —
CLV Pending
Final Result Cleethorpes Town win · Quorn 0–5 Cleethorpes 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

Quick read on how the model reads this matchup.

  • League: Non League Premier - Northern
  • Fixture: Quorn vs Cleethorpes Town
  • Kickoff: 2026-08-11 18:45:00
  • 1X2 (model): Home 34.7% · Draw 29.7% · Away 35.6%
  • xG (showing): Quorn 1.29 — Cleethorpes Town 1.31 (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 (12.6%)

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: 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

September 29, 2026 (UTC)

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Non League Premier - Northern 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
Non League Premier - Northern England. Non League Premier - Northern Predictions