Predictions / Football / England. National League - North / Chorley vs Chester

Prediction Audit: Chorley vs Chester Prediction, Odds & AI Betting Tips

Chorley Chorley
Aug 08, 2026 - 14:00
1 1.28
2 1.32
xG Accuracy: 77%
Chester Chester

AI correctly predicted the Chester win.

The match finished 1–2, 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 (3 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Chester Chester ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 1-2 ✔ Correct

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised
  • Both Teams To Score (Yes) matched the full-time result
  • Exact score 1–2 fell within the model's highlighted bins

What failed

  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)

Market lesson

The model's directional lean matched the full-time result (Chester win 1–2).

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Prediction Timeline

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

  1. Aug 08, 2026 · 13:55 UTC Forecast generated
    • xG · Chorley 1.28 — Chester 1.32
  2. Aug 08, 2026 · 14:00 UTC Kickoff
  3. FT Full-time result Chester win · 1–2
  4. FT Prediction validated Directional lean matched full-time result
  5. 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 57/100 · Moderate
  • Validation: Pending
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation pending
Market Compatibility 100/100
Betting Confidence 59/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 02, 2026 · 02:00 UTC Snapshot ID: dp-2820101

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Chester win · Chorley 1–2 Chester
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

Quick read on how the model reads this matchup.

  • League: National League - North
  • Fixture: Chorley vs Chester
  • Kickoff: 2026-08-08 14:00:00
  • 1X2 (model): Home 34.2% · Draw 29.7% · Away 36.1%
  • xG (showing): Chorley 1.28 — Chester 1.32 (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%)

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.

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

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

October 11, 2026 (UTC)

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National League - North National League - North — Standings
# TEAM MP W D L PTS
1 Hereford 10 7 2 1 23
2 Macclesfield 10 6 3 1 21
3 Oxford City 10 6 2 2 20
4 South Shields 10 6 2 2 20
5 Hebburn Town 10 5 3 2 18
6 Spalding United 10 5 2 3 17
7 Chester 10 5 2 3 17
8 King's Lynn Town 10 5 1 4 16
9 Buxton 10 5 1 4 16
10 Bedford Town 10 5 1 4 16
11 Morecambe 10 4 2 4 14
12 Chorley 10 4 2 4 14
13 Merthyr Town 10 3 4 3 13
14 Scarborough Athletic 10 3 3 4 12
15 Hednesford Town 10 3 3 4 12
16 Marine 10 4 0 6 12
17 Harborough Town 10 3 3 4 12
18 Worksop Town 10 4 0 6 12
19 Brackley Town 10 3 3 4 12
20 Southport 10 2 3 5 9
21 AFC Telford United 10 2 3 5 9
22 Darlington 1883 10 2 1 7 7
23 Spennymoor Town 10 1 4 5 7
24 Radcliffe 10 2 0 8 6
# TEAM MP GS GC +/- PTS
1 Hereford 10 22 5 +17 23
2 King's Lynn Town 10 20 15 +5 16
3 Oxford City 10 18 7 +11 20
4 Buxton 10 18 18 0 16
5 Hednesford Town 10 17 17 0 12
6 Hebburn Town 10 16 16 0 18
7 Chorley 10 16 17 -1 14
8 Scarborough Athletic 10 15 12 +3 12
9 South Shields 10 15 13 +2 20
10 Spalding United 10 14 8 +6 17
11 Morecambe 10 14 9 +5 14
12 Bedford Town 10 14 14 0 16
13 Macclesfield 10 13 6 +7 21
14 Chester 10 13 9 +4 17
15 Southport 10 13 20 -7 9
16 Merthyr Town 10 12 11 +1 13
17 Marine 10 12 12 0 12
18 Darlington 1883 10 12 21 -9 7
19 Brackley Town 10 11 19 -8 12
20 Spennymoor Town 10 11 21 -10 7
21 Harborough Town 10 10 12 -2 12
22 Worksop Town 10 10 16 -6 12
23 Radcliffe 10 9 20 -11 6
24 AFC Telford United 10 8 15 -7 9