Predictions / Football / Austria. Bundesliga / Ried vs Rapid Vienna

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

Ried Ried
Aug 09, 2026 - 15:00
1 1.24
2 1.01
xG Accuracy: 71%
Rapid Vienna Rapid Vienna

The model missed the final outcome (Rapid Vienna win 1–2).

The model had projected Ried at 36.6%, 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 (3 goals) ✖ Incorrect
  • Both Teams To Score BTTS No Yes ✖ Incorrect
  • 1X2 Ried Rapid Vienna ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 0-0, 2-1 1-2 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

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

Largest probability gap: Rapid Vienna -11.2 pp

Outcome Model Closing Market Difference Signal
Ried 36.6% 28.4% +8.2 pp Model Higher
Draw 31.2% 28.2% +3.0 pp Aligned
Rapid Vienna 32.2% 43.4% -11.2 pp Market Higher

The closing market estimates Rapid Vienna's win probability at 43.4%, compared with the model's estimate of 32.2%, a difference of 11.2 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: PRE5.

After full time, the result was Rapid Vienna win 1–2.

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 failed

  • Both Teams To Score: model leaned BTTS No; match finished BTTS Yes
  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)

Market lesson

The closing market differed from the model on Ried by 11.2 percentage points (47.8% vs model 36.6%) — 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. Aug 09, 2026 · 19:22 UTC Forecast generated
    • Model 1X2 · Ried 36.6% · Draw 31.1% · Rapid Vienna 32.2%
    • xG · Ried 1.24 — Rapid Vienna 1.01
  2. Aug 09, 2026 · 14:33 UTC Opening odds snapshot PRE30
    • 1X2 odds · Ried 3.41 · Draw 3.43 · Rapid Vienna 2.23
    • Implied 1X2 · Ried 28.4% · Draw 28.2% · Rapid Vienna 43.4%
    • Bookmaker · Pinnacle
  3. Aug 09, 2026 · 14:57 UTC Closing snapshot recorded PRE5
    • 1X2 odds · Ried 3.41 · Draw 3.43 · Rapid Vienna 2.23
    • Implied 1X2 · Ried 28.4% · Draw 28.2% · Rapid Vienna 43.4%
    • Bookmaker · Pinnacle
  4. Aug 09, 2026 · 15:00 UTC Kickoff
  5. FT Full-time result Rapid Vienna win · 1–2
  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 57/100 · Moderate
  • Validation: Warning
  • Large market gap (11 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 15/100
Monitoring Confidence 20/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 04, 2026 · 01:21 UTC Snapshot ID: dp-2965364

Closing Odds 2.23
AI Fair Odds —
CLV Pending
Final Result Rapid Vienna win · Ried 1–2 Rapid 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

Pre-match snapshot for this fixture.

  • League: Bundesliga
  • Fixture: Ried vs Rapid Vienna
  • Kickoff: 2026-08-09 15:00:00
  • 1X2 (model): Home 10.0% · Draw 45.0% · Away 45.0%
  • xG (showing): Ried 1.24 — Rapid Vienna 1.01 (total xG ≈ 2.25)
  • 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

The decision block shows no default Primary: Primary needs consensus EV ≥ +5.0% plus strength/reliability/calibration gates. A separate Lean/tracked gate is +2.0% (selective only). Lean labels are directional only — not bankroll-sized recommendations.

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 29, 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