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

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

Sep 19, 2026 - 17:30
2 1.38
2 1.13
xG Accuracy: 66%

The model missed the final outcome (Draw 2–2).

The model had projected Grazer AK at 38.8%, but the full-time result went the other way.

Tracked markets vs full-time result

Prediction grade F

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 Grazer AK Draw ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 0-0 2-2 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

The closing market prices Austria Vienna higher than the statistical model.

Largest probability gap: Austria Vienna -6.5 pp

Outcome Model Closing Market Difference Signal
Grazer AK 38.8% 33.6% +5.2 pp Model Higher
Draw 29.7% 28.5% +1.2 pp Aligned
Austria Vienna 31.5% 37.9% -6.5 pp Market Higher

The closing market estimates Austria Vienna's win probability at 37.9%, compared with the model's estimate of 31.5%, a difference of 6.5 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 result was Draw 2–2.

Market Assessment

The market and model broadly agree on Austria Vienna. 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 2.51) — 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)
  • 1X2: model leaned Grazer AK; match finished Draw

Market lesson

The closing market differed from the model on Grazer AK by 6.5 percentage points (45.2% vs model 38.8%) — in this case the market view proved closer.

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Prediction Timeline

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

  1. Sep 19, 2026 · 19:58 UTC Forecast generated
    • Model 1X2 · Grazer AK 38.8% · Draw 29.7% · Austria Vienna 31.5%
    • xG · Grazer AK 1.38 — Austria Vienna 1.13
  2. Sep 19, 2026 · 17:03 UTC Opening odds snapshot PRE30
    • 1X2 odds · Grazer AK 2.88 · Draw 3.40 · Austria Vienna 2.55
    • Implied 1X2 · Grazer AK 33.6% · Draw 28.5% · Austria Vienna 37.9%
    • Bookmaker · Pinnacle
  3. Sep 19, 2026 · 17:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Grazer AK 2.88 · Draw 3.40 · Austria Vienna 2.55
    • Implied 1X2 · Grazer AK 33.6% · Draw 28.5% · Austria Vienna 37.9%
    • Bookmaker · Pinnacle
  4. Sep 19, 2026 · 17:30 UTC Kickoff
  5. FT Full-time result Draw · 2–2
  6. FT Prediction missed 1X2 lean did not match full-time result
  7. 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 Missed
Pre-match metrics (historical context)
Prediction Reliability 76/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 23/100
Monitoring Confidence 34/100

Validation Report

Immutable Snapshot

Prediction Time: Sep 14, 2026 · 03:23 UTC Snapshot ID: dp-8706030

Closing Odds 2.55
AI Fair Odds —
CLV Pending
Final Result Draw · Grazer AK 2–2 Austria Vienna
Prediction ✖ Missed
Decision Grade F

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

Below is a compact, numbers-first snapshot aligned with the same engine as the cards above.

  • League: Bundesliga
  • Fixture: Grazer AK vs Austria Vienna
  • Kickoff: 2026-09-19 17:30:00
  • 1X2 (model): Home 10.0% · Draw 45.0% · Away 45.0%
  • xG (showing): Grazer AK 1.38 — Austria Vienna 1.13 (total xG ≈ 2.51)
  • 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

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: Monitor

Outcome: Missed — Pre-match 1X2 lean did not match 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