Predictions / Football / England. Non League Premier - Southern South / Chippenham Town vs Plymouth Parkway

Prediction Audit: Chippenham Town vs Plymouth Parkway Prediction, Odds & AI Betting Tips

Chippenham Town Chippenham Town
Aug 15, 2026 - 14:00
3 1.30
2 1.30
xG Accuracy: 52%
Plymouth Parkway Plymouth Parkway

AI correctly predicted the Chippenham Town win.

The match finished 3–2, 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 (5 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Chippenham Town Chippenham Town ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 3-2 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

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

Largest probability gap: Chippenham Town -5.2 pp

Outcome Model Closing Market Difference Signal
Chippenham Town 35.2% 40.4% -5.2 pp Market Higher
Draw 29.6% 27.8% +1.9 pp Aligned
Plymouth Parkway 35.2% 31.9% +3.3 pp Aligned

The closing market estimates Chippenham Town's win probability at 40.4%, compared with the model's estimate of 35.2%, a difference of 5.2 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 (Chippenham Town win 3–2).

Market Assessment

The market and model broadly agree on Chippenham 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
  • Both Teams To Score (Yes) matched the full-time result

What failed

  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (5 goals)
  • Exact score: outside the model's top score bins

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Chippenham Town higher (40.4% vs model 35.2%, 5.2 pp), but the model's lean was validated (Chippenham Town win 3–2).

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.

  1. Aug 15, 2026 · 14:18 UTC Forecast generated
    • Model 1X2 · Chippenham Town 35.2% · Draw 29.6% · Plymouth Parkway 35.2%
    • xG · Chippenham Town 1.30 — Plymouth Parkway 1.30
  2. Aug 15, 2026 · 13:53 UTC Opening odds snapshot PRE30
    • 1X2 odds · Chippenham Town 2.24 · Draw 3.26 · Plymouth Parkway 2.84
    • Implied 1X2 · Chippenham Town 40.4% · Draw 27.8% · Plymouth Parkway 31.9%
    • Bookmaker · Pinnacle
  3. Aug 15, 2026 · 14:18 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Chippenham Town 2.24 · Draw 3.26 · Plymouth Parkway 2.84
    • Implied 1X2 · Chippenham Town 40.4% · Draw 27.8% · Plymouth Parkway 31.9%
    • Bookmaker · Pinnacle
  4. Aug 15, 2026 · 14:00 UTC Kickoff
  5. FT Full-time result Chippenham Town win · 3–2
  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 73/100
Betting Confidence 79/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 09, 2026 · 02:23 UTC Snapshot ID: dp-3355975

Closing Odds 2.24
AI Fair Odds —
CLV Pending
Final Result Chippenham Town win · Chippenham Town 3–2 Plymouth Parkway
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

Pre-match snapshot for this fixture.

  • League: Non League Premier - Southern South
  • Fixture: Chippenham Town vs Plymouth Parkway
  • Kickoff: 2026-08-15 14:00:00
  • 1X2 (model): Home 35.2% · Draw 29.6% · Away 35.2%
  • xG (showing): Chippenham Town 1.3 — Plymouth Parkway 1.3 (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.

Prefer skipping to over-staking when the engine is honest about missing edge.

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 30, 2026 (UTC)

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Non League Premier - Southern South Non League Premier - Southern South — Standings
# TEAM MP W D L PTS
1 Plymouth Parkway 8 6 1 1 19
2 Uxbridge 8 5 2 1 17
3 Hanworth Villa 8 5 1 2 16
4 Chertsey Town 8 4 2 2 14
5 Bath City 8 4 2 2 14
6 Frome Town 8 4 1 3 13
7 Chichester City 8 4 1 3 13
8 Berkhamsted 9 4 1 4 13
9 Taunton Town 8 4 0 4 12
10 Poole Town 7 4 0 3 12
11 Gosport Borough 8 3 2 3 11
12 Yate Town 7 3 2 2 11
13 Evesham United 7 3 1 3 10
14 Bracknell Town 8 3 1 4 10
15 Wimborne Town 7 2 3 2 9
16 Basingstoke Town 8 2 3 3 9
17 Sholing 7 2 1 4 7
18 Chippenham Town 7 2 1 4 7
19 Hanwell Town 7 1 3 3 6
20 Gloucester City 8 1 3 4 6
21 Malvern Town 8 1 2 5 5
22 Havant & Wville 8 1 1 6 4
# TEAM MP GS GC +/- PTS
1 Plymouth Parkway 8 22 7 +15 19
2 Taunton Town 8 21 20 +1 12
3 Chertsey Town 8 19 12 +7 14
4 Uxbridge 8 17 7 +10 17
5 Hanworth Villa 8 15 7 +8 16
6 Chichester City 8 13 14 -1 13
7 Basingstoke Town 8 13 14 -1 9
8 Frome Town 8 12 8 +4 13
9 Malvern Town 8 12 23 -11 5
10 Bath City 8 11 7 +4 14
11 Gosport Borough 8 11 9 +2 11
12 Berkhamsted 9 11 12 -1 13
13 Evesham United 7 11 14 -3 10
14 Gloucester City 8 11 16 -5 6
15 Yate Town 7 10 11 -1 11
16 Bracknell Town 8 10 17 -7 10
17 Poole Town 7 8 9 -1 12
18 Havant & Wville 8 8 15 -7 4
19 Sholing 7 7 12 -5 7
20 Chippenham Town 7 7 14 -7 7
21 Wimborne Town 7 6 4 +2 9
22 Hanwell Town 7 6 9 -3 6
Non League Premier - Southern South England. Non League Premier - Southern South Predictions