Predictions / Football / Austria. Bundesliga / Grazer AK vs Austria Lustenau

Prediction Audit: Grazer AK vs Austria Lustenau Prediction, Odds & AI Betting Tips

Grazer AK Grazer AK
Aug 08, 2026 - 15:00
2 1.51
1 1.44
xG Accuracy: 77%
Austria Lustenau Austria Lustenau

AI correctly predicted the Grazer AK win.

The match finished 2–1, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade A

Each row compares the pre-match model lean to the full-time result.

  • Market Prediction Result Outcome
  • Over / Under 2.5 Over 2.5 Over 2.5 (3 goals) ✔ Correct
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Grazer AK Grazer AK ✔ Correct
  • Correct Score Insights 1-1, 2-1, 1-2, 1-0, 0-1 2-1 ✔ Correct

Model vs Closing Market

Moderate Disagreement

The closing market prices Grazer AK higher than the statistical model.

Largest probability gap: Grazer AK -7.4 pp

Outcome Model Closing Market Difference Signal
Grazer AK 40.7% 48.1% -7.4 pp Market Higher
Draw 27.5% 26.7% +0.8 pp Aligned
Austria Lustenau 31.8% 25.2% +6.6 pp Model Higher

The closing market estimates Grazer AK's win probability at 48.1%, compared with the model's estimate of 40.7%, a difference of 7.4 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 (Grazer AK win 2–1).

Market Assessment

The market and model broadly agree on Grazer AK. 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 2.95) — 3 goals materialised
  • Both Teams To Score (Yes) matched the full-time result
  • Over 2.5 goals aligned with the xG profile

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Grazer AK higher (48.1% vs model 40.7%, 7.4 pp), but the model's lean was validated (Grazer AK win 2–1).

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Prediction Timeline

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

  1. Aug 08, 2026 · 19:30 UTC Forecast generated
    • Model 1X2 · Grazer AK 40.7% · Draw 27.5% · Austria Lustenau 31.9%
    • xG · Grazer AK 1.51 — Austria Lustenau 1.44
  2. Aug 08, 2026 · 14:35 UTC Opening odds snapshot PRE30
    • 1X2 odds · Grazer AK 2.01 · Draw 3.62 · Austria Lustenau 3.84
    • Implied 1X2 · Grazer AK 48.1% · Draw 26.7% · Austria Lustenau 25.2%
    • Bookmaker · Pinnacle
  3. Aug 08, 2026 · 15:03 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Grazer AK 2.01 · Draw 3.62 · Austria Lustenau 3.84
    • Implied 1X2 · Grazer AK 48.1% · Draw 26.7% · Austria Lustenau 25.2%
    • Bookmaker · Pinnacle
  4. Aug 08, 2026 · 15:00 UTC Kickoff
  5. FT Full-time result Grazer AK 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: Observe
Historical Decision No Primary Bet
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 75/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 62/100
Betting Confidence 78/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 02, 2026 · 02:15 UTC Snapshot ID: dp-2822978

Closing Odds 2.01
AI Fair Odds —
CLV Pending
Final Result Grazer AK win · Grazer AK 2–1 Austria Lustenau
Prediction ✔ Correct
Decision Grade A

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: Bundesliga
  • Fixture: Grazer AK vs Austria Lustenau
  • Kickoff: 2026-08-08 15:00:00
  • 1X2 (model): Home 10.0% · Draw 45.0% · Away 45.0%
  • xG (showing): Grazer AK 1.51 — Austria Lustenau 1.44 (total xG ≈ 2.95)
  • Value headline: None — no positive EV could be estimated on tracked lines at current best prices (missing odds or thin book depth).
  • Structural leans (not bets): See the Over/Under and BTTS cards for any directional lean text.
  • BTTS (model): Yes N/A · No N/A
  • Correct score (top bin): N/A

Saying “no value” on a snapshot is a feature, not a bug: it protects readers from forcing a play when the edge is not there.

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

September 30, 2026 (UTC)

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Bundesliga Bundesliga — Standings
# TEAM MP W D L PTS
1 Rapid Vienna 7 6 0 1 18
2 Red Bull Salzburg 7 5 2 0 17
3 Lask Linz 7 5 1 1 16
4 Sturm Graz 7 3 2 2 11
5 Ried 7 2 2 3 8
6 TSV Hartberg 7 2 2 3 8
7 WSG Wattens 7 2 2 3 8
8 Austria Lustenau 7 2 2 3 8
9 Grazer AK 7 2 2 3 8
10 Austria Vienna 7 2 1 4 7
11 Wolfsberger AC 7 1 2 4 5
12 SCR Altach 7 1 0 6 3
# TEAM MP GS GC +/- PTS
1 Rapid Vienna 7 21 7 +14 18
2 Lask Linz 7 19 7 +12 16
3 Red Bull Salzburg 7 18 4 +14 17
4 Ried 7 11 12 -1 8
5 TSV Hartberg 7 10 13 -3 8
6 WSG Wattens 7 9 12 -3 8
7 Sturm Graz 7 8 9 -1 11
8 Austria Lustenau 7 8 11 -3 8
9 Austria Vienna 7 7 13 -6 7
10 Wolfsberger AC 7 7 13 -6 5
11 Grazer AK 7 6 16 -10 8
12 SCR Altach 7 5 12 -7 3
# TEAM MP xG xGC +/- PTS
1 Lask Linz 7 11.0 2.3 +8.7 16
2 Red Bull Salzburg 7 12.7 4.4 +8.3 17
3 Rapid Vienna 7 10.5 3.9 +6.6 18
4 Sturm Graz 7 7.5 4.8 +2.7 11
5 Ried 7 7.8 8.2 -0.4 8
6 SCR Altach 7 6.1 7.9 -1.8 3
7 WSG Wattens 7 5.6 8.2 -2.6 8
8 Austria Lustenau 7 5.8 9.0 -3.2 8
9 Wolfsberger AC 7 4.8 8.6 -3.8 5
10 TSV Hartberg 7 5.9 10.1 -4.2 8
11 Grazer AK 7 5.9 10.2 -4.3 8
12 Austria Vienna 7 2.4 8.5 -6.1 7