Prediction Audit: Cambridge City vs Maldon & Tiptree Prediction, Odds & AI Betting Tips

Cambridge City

Sep 05, 2026 - 14:00

6 1.31

1 1.29

xG Accuracy: 25%

Maldon & Tiptree

AI correctly predicted the Cambridge City win.

The match finished 6–1, 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 (7 goals) ✖ Incorrect
Both Teams To Score BTTS Yes Yes ✔ Correct
1X2 Cambridge City Cambridge City ✔ Correct
Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 6-1 ✖ Incorrect

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
Cambridge City	35.6%	35.2%	+0.5 pp	Aligned
Draw	29.6%	24.9%	+4.7 pp	Aligned
Maldon & Tiptree	34.7%	39.9%	-5.2 pp	Market Higher

The closing market estimates Maldon & Tiptree's win probability at 39.9%, compared with the model's estimate of 34.7%, 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 (Cambridge City win 6–1).

Market Assessment

The market and model broadly agree on Maldon & Tiptree. 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) — 7 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 (7 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 Cambridge City higher (40.8% vs model 35.6%, 5.2 pp), but the model's lean was validated (Cambridge City win 6–1).

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Prediction Timeline

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

Sep 05, 2026 · 14:21 UTC Forecast generated
- Model 1X2 · Cambridge City 35.6% · Draw 29.7% · Maldon & Tiptree 34.7%
- xG · Cambridge City 1.31 — Maldon & Tiptree 1.29
Sep 05, 2026 · 13:55 UTC Opening odds snapshot PRE30
- 1X2 odds · Cambridge City 2.55 · Draw 3.60 · Maldon & Tiptree 2.25
- Implied 1X2 · Cambridge City 35.2% · Draw 24.9% · Maldon & Tiptree 39.9%
- Bookmaker · Bet365
Sep 05, 2026 · 14:21 UTC Closing snapshot recorded PRE1
- 1X2 odds · Cambridge City 2.55 · Draw 3.60 · Maldon & Tiptree 2.25
- Implied 1X2 · Cambridge City 35.2% · Draw 24.9% · Maldon & Tiptree 39.9%
- Bookmaker · Bet365
Sep 05, 2026 · 14:00 UTC Kickoff
FT Full-time result Cambridge City win · 6–1
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: Monitor

Historical Decision Monitor

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 25/100

Monitoring Confidence 34/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 30, 2026 · 03:04 UTC Snapshot ID: dp-6152961

Closing Odds 2.25

AI Fair Odds —

CLV Pending

Final Result Cambridge City win · Cambridge City 6–1 Maldon & Tiptree

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: FA Cup
Fixture: Cambridge City vs Maldon & Tiptree
Kickoff: 2026-09-05 14:00:00
1X2 (model): Home 35.6% · Draw 29.7% · Away 34.7%
xG (showing): Cambridge City 1.31 — Maldon & Tiptree 1.29 (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%)

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.

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

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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