Predictions / Football / Australia. Tasmania NPL / Glenorchy Knights vs Launceston United

Prediction Audit: Glenorchy Knights vs Launceston United Prediction, Odds & AI Betting Tips

Aug 08, 2026 - 04:30
2 1.47
1 1.13
xG Accuracy: 83%

AI correctly predicted the Glenorchy Knights win.

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

Model vs Closing Market

Strong Disagreement

The closing market prices Glenorchy Knights higher than the statistical model.

Largest probability gap: Glenorchy Knights -32.9 pp

Outcome Model Closing Market Difference Signal
Glenorchy Knights 43.4% 76.3% -32.9 pp Market Higher
Draw 29.1% 12.1% +17.1 pp Model Edge
Launceston United 27.5% 11.6% +15.9 pp Model Edge

The closing market estimates Glenorchy Knights's win probability at 76.3%, compared with the model's estimate of 43.4%, a difference of 32.9 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 (Glenorchy Knights win 2–1).

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 2–1 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

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Glenorchy Knights higher (76.3% vs model 43.4%, 32.9 pp), but the model's lean was validated (Glenorchy Knights win 2–1).

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Prediction Timeline

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

  1. Aug 08, 2026 · 04:29 UTC Forecast generated
    • Model 1X2 · Glenorchy Knights 43.3% · Draw 29.2% · Launceston United 27.5%
    • xG · Glenorchy Knights 1.47 — Launceston United 1.13
  2. Aug 08, 2026 · 03:59 UTC Opening odds snapshot PRE30
    • 1X2 odds · Glenorchy Knights 1.16 · Draw 7.32 · Launceston United 7.60
    • Implied 1X2 · Glenorchy Knights 76.3% · Draw 12.1% · Launceston United 11.6%
    • Bookmaker · Pinnacle
  3. Aug 08, 2026 · 04:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Glenorchy Knights 1.16 · Draw 7.32 · Launceston United 7.60
    • Implied 1X2 · Glenorchy Knights 76.3% · Draw 12.1% · Launceston United 11.6%
    • Bookmaker · Pinnacle
  4. Aug 08, 2026 · 04:30 UTC Kickoff
  5. FT Full-time result Glenorchy Knights win · 2–1
  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 33/100 · Low
  • Validation: Fail
  • Large market gap (33 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market strongly disagrees on price
  • Validation failed
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 9/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 02, 2026 · 00:51 UTC Snapshot ID: dp-2806971

Closing Odds 1.16
AI Fair Odds —
CLV Pending
Final Result Glenorchy Knights win · Glenorchy Knights 2–1 Launceston United
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

Model favours Glenorchy Knights; market prices Glenorchy Knights instead — inputs may be missing or stale.

  • Model: Glenorchy Knights 1.47 xG vs Launceston United 1.13 → Glenorchy Knights 43.4%
  • Market: Glenorchy Knights ~76.3% implied
  • Validation failed — do not treat 1X2 EV as actionable.

Do not act on 1X2 value until validation passes. Structural leans (O/U, BTTS) need separate odds review.

Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 53.7% · No 46.3%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes

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

September 30, 2026 (UTC)

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Tasmania NPL Tasmania NPL — Standings
# TEAM MP W D L PTS
1 South Hobart 18 15 2 1 47
2 Devonport City 18 14 1 3 43
3 Kingborough Lions 18 14 1 3 43
4 Launceston City 18 10 1 7 31
5 Clarence Zebras 18 8 3 7 27
6 Riverside 18 7 3 8 24
7 South East Utd. 18 7 0 11 21
8 Glenorchy Knights 18 5 2 11 17
9 Launceston United 18 1 2 15 5
10 Ulverstone 18 1 1 16 4
# TEAM MP GS GC +/- PTS
1 South Hobart 18 65 16 +49 47
2 Devonport City 18 56 19 +37 43
3 Kingborough Lions 18 51 16 +35 43
4 Launceston City 18 40 36 +4 31
5 Riverside 18 31 33 -2 24
6 Clarence Zebras 18 30 29 +1 27
7 South East Utd. 18 26 51 -25 21
8 Glenorchy Knights 18 23 33 -10 17
9 Launceston United 18 17 61 -44 5
10 Ulverstone 18 15 60 -45 4