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

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

Aug 16, 2026 - 17:00
8 1.05
0 0.89
xG Accuracy: 12%

AI correctly predicted the Rapid Vienna win.

The match finished 8–0, 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 (8 goals) ✖ Incorrect
  • Both Teams To Score BTTS No No ✔ Correct
  • 1X2 Rapid Vienna Rapid Vienna ✔ Correct
  • Correct Score Insights 1-0, 0-0, 1-1, 0-1, 2-0 8-0 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

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

Largest probability gap: Rapid Vienna -15.4 pp

Outcome Model Closing Market Difference Signal
Rapid Vienna 43.1% 58.4% -15.4 pp Market Higher
Draw 31.8% 23.7% +8.1 pp Model Higher
Grazer AK 25.2% 17.9% +7.3 pp Model Higher

The closing market estimates Rapid Vienna's win probability at 58.4%, compared with the model's estimate of 43.1%, a difference of 15.4 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 (Rapid Vienna win 8–0).

Market Assessment

The market is materially more optimistic about Rapid Vienna than the current fair estimate.

  • Investors may be incorporating information not fully reflected in the baseline model.
  • Tournament-specific context can shift market pricing.

Post Match Insights

What worked

  • Both Teams To Score (No) matched the full-time result

What failed

  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (8 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 Rapid Vienna higher (58.5% vs model 43.1%, 15.4 pp), but the model's lean was validated (Rapid Vienna win 8–0).

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Prediction Timeline

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

  1. Aug 16, 2026 · 19:26 UTC Forecast generated
    • Model 1X2 · Rapid Vienna 43.1% · Draw 31.7% · Grazer AK 25.2%
    • xG · Rapid Vienna 1.05 — Grazer AK 0.89
  2. Aug 16, 2026 · 16:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · Rapid Vienna 1.65 · Draw 4.07 · Grazer AK 5.39
    • Implied 1X2 · Rapid Vienna 58.4% · Draw 23.7% · Grazer AK 17.9%
    • Bookmaker · Pinnacle
  3. Aug 16, 2026 · 16:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Rapid Vienna 1.65 · Draw 4.07 · Grazer AK 5.39
    • Implied 1X2 · Rapid Vienna 58.4% · Draw 23.7% · Grazer AK 17.9%
    • Bookmaker · Pinnacle
  4. Aug 16, 2026 · 17:00 UTC Kickoff
  5. FT Full-time result Rapid Vienna win · 8–0
  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: Monitor
Historical Decision Monitor
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 55/100 · Moderate
  • Validation: Warning
  • Large market gap (15 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 23/100
Betting Confidence 44/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 11, 2026 · 01:48 UTC Snapshot ID: dp-3612745

Closing Odds 1.65
AI Fair Odds —
CLV Pending
Final Result Rapid Vienna win · Rapid Vienna 8–0 Grazer AK
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: Bundesliga
  • Fixture: Rapid Vienna vs Grazer AK
  • Kickoff: 2026-08-16 17:00:00
  • 1X2 (model): Home 45.0% · Draw 45.0% · Away 10.0%
  • xG (showing): Rapid Vienna 1.05 — Grazer AK 0.89 (total xG ≈ 1.94)
  • 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.

Most likely correct score stays a low-probability tail: use it for context, not as a must-bet story.

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

October 01, 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