Prediction Audit: Mandurah City vs Murdoch Melville Prediction, Odds & AI Betting Tips

Aug 22, 2026 - 07:00
3 1.34
1 1.26
xG Accuracy: 59%

AI correctly predicted the Mandurah City win.

The match finished 3–1, 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 (4 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Mandurah City Mandurah City ✔ Correct
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 3-1 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Mandurah City higher than the statistical model.

Largest probability gap: Mandurah City -29.0 pp

Outcome Model Closing Market Difference Signal
Mandurah City 37.1% 66.0% -29.0 pp Market Higher
Draw 29.6% 16.6% +13.0 pp Model Edge
Murdoch Melville 33.3% 17.3% +16.0 pp Model Edge

The closing market estimates Mandurah City's win probability at 66.0%, compared with the model's estimate of 37.1%, a difference of 29.0 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 (Mandurah City win 3–1).

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 4 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 (4 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 Mandurah City higher (66.1% vs model 37.1%, 29.0 pp), but the model's lean was validated (Mandurah City win 3–1).

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Prediction Timeline

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

  1. Aug 22, 2026 · 07:01 UTC Forecast generated
    • Model 1X2 · Mandurah City 37.0% · Draw 29.6% · Murdoch Melville 33.4%
    • xG · Mandurah City 1.34 — Murdoch Melville 1.26
  2. Aug 22, 2026 · 06:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · Mandurah City 1.34 · Draw 5.32 · Murdoch Melville 5.11
    • Implied 1X2 · Mandurah City 66.0% · Draw 16.6% · Murdoch Melville 17.3%
    • Bookmaker · Pinnacle
  3. Aug 22, 2026 · 07:01 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Mandurah City 1.34 · Draw 5.32 · Murdoch Melville 5.11
    • Implied 1X2 · Mandurah City 66.0% · Draw 16.6% · Murdoch Melville 17.3%
    • Bookmaker · Pinnacle
  4. Aug 22, 2026 · 07:00 UTC Kickoff
  5. FT Full-time result Mandurah City win · 3–1
  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: Cautious / Wait

Historical label: Originally displayed as "Wait for validation".

Historical Decision Wait
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 49/100 · Moderate
  • Validation: Warning
  • Large market gap (29 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market strongly disagrees on price
  • Validation warning
Pricing proximity (inverse gap) 0/100
Betting Confidence 31/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 16, 2026 · 00:56 UTC Snapshot ID: dp-4210270

Closing Odds 1.34
AI Fair Odds —
CLV Pending
Final Result Mandurah City win · Mandurah City 3–1 Murdoch Melville
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: Western Australia State League 1
  • Fixture: Mandurah City vs Murdoch Melville
  • Kickoff: 2026-08-22 07:00:00
  • 1X2 (model): Home 37.0% · Draw 29.6% · Away 33.4%
  • xG (showing): Mandurah City 1.34 — Murdoch Melville 1.26 (total xG ≈ 2.6)
  • Value headline: None (actionable) — best tracked EV is about +0.9%, still below the +2.0% minimum for a headline / default stake (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%)

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: Wait

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 01, 2026 (UTC)

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Western Australia State League 1 Western Australia State League 1 — Standings
# TEAM MP W D L PTS
1 Floreat Athena 21 15 4 2 49
2 UWA Nedlands 22 14 2 6 44
3 Mandurah City 22 11 3 8 36
4 Joondalup City 22 11 3 8 36
5 Quinns FC 21 11 3 7 36
6 Inglewood United 22 9 6 7 33
7 Kingsley Westside 22 10 2 10 32
8 Gwelup Croatia 22 6 7 9 25
9 Cockburn City 22 6 5 11 23
10 Murdoch Melville 22 5 7 10 22
11 Subiaco 22 6 2 14 20
12 Curtin University 22 3 4 15 13
# TEAM MP GS GC +/- PTS
1 Floreat Athena 21 56 24 +32 49
2 Mandurah City 22 47 39 +8 36
3 UWA Nedlands 22 45 28 +17 44
4 Kingsley Westside 22 38 33 +5 32
5 Murdoch Melville 22 38 46 -8 22
6 Joondalup City 22 36 32 +4 36
7 Subiaco 22 36 46 -10 20
8 Gwelup Croatia 22 36 47 -11 25
9 Quinns FC 21 34 36 -2 36
10 Cockburn City 22 34 49 -15 23
11 Inglewood United 22 26 24 +2 33
12 Curtin University 22 19 41 -22 13