Predictions / Football / England. Non League Premier - Northern / Warrington Town vs Curzon Ashton

Prediction Audit: Warrington Town vs Curzon Ashton Prediction, Odds & AI Betting Tips

Warrington Town Warrington Town
Aug 25, 2026 - 18:45
0 1.24
4 1.36
xG Accuracy: 34%
Curzon Ashton Curzon Ashton

AI correctly predicted the Curzon Ashton win.

The match finished 0–4, 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 (4 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Curzon Ashton Curzon Ashton ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 0-4 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

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

Largest probability gap: Warrington Town -12.0 pp

Outcome Model Closing Market Difference Signal
Warrington Town 32.4% 44.4% -12.0 pp Market Higher
Draw 29.6% 26.2% +3.4 pp Aligned
Curzon Ashton 38.0% 29.4% +8.6 pp Model Higher

The closing market estimates Warrington Town's win probability at 44.4%, compared with the model's estimate of 32.4%, a difference of 12.0 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 (Curzon Ashton win 0–4).

Market Assessment

The market is materially more optimistic about Warrington Town 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) — 4 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 (4 goals)

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Curzon Ashton higher (50.0% vs model 38.0%, 12.0 pp), but the model's lean was validated (Curzon Ashton win 0–4).

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Prediction Timeline

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

  1. Aug 25, 2026 · 18:48 UTC Forecast generated
    • Model 1X2 · Warrington Town 32.4% · Draw 29.6% · Curzon Ashton 38.0%
    • xG · Warrington Town 1.24 — Curzon Ashton 1.36
  2. Aug 25, 2026 · 18:17 UTC Opening odds snapshot PRE30
    • 1X2 odds · Warrington Town 2.04 · Draw 3.45 · Curzon Ashton 3.08
    • Implied 1X2 · Warrington Town 44.4% · Draw 26.2% · Curzon Ashton 29.4%
    • Bookmaker · Pinnacle
  3. Aug 25, 2026 · 18:48 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Warrington Town 2.04 · Draw 3.45 · Curzon Ashton 3.08
    • Implied 1X2 · Warrington Town 44.4% · Draw 26.2% · Curzon Ashton 29.4%
    • Bookmaker · Pinnacle
  4. Aug 25, 2026 · 18:45 UTC Kickoff
  5. FT Full-time result Curzon Ashton win · 0–4
  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: Monitor
Historical Decision Monitor
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 57/100 · Moderate
  • Validation: Warning
  • Large market gap (12 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 14/100
Monitoring Confidence 20/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 19, 2026 · 02:55 UTC Snapshot ID: dp-4554489

Closing Odds 2.04
AI Fair Odds —
CLV Pending
Final Result Curzon Ashton win · Warrington Town 0–4 Curzon Ashton
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: Non League Premier - Northern
  • Fixture: Warrington Town vs Curzon Ashton
  • Kickoff: 2026-08-25 18:45:00
  • 1X2 (model): Home 32.4% · Draw 29.6% · Away 38.0%
  • xG (showing): Warrington Town 1.24 — Curzon Ashton 1.36 (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 54.4% · No 45.6%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.4% · No 45.6%
  • 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.

Most likely correct score stays a low-probability tail: use it for context, not as a must-bet story.

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

September 30, 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