Prediction Audit: Vreden vs Lippstadt 08 Prediction, Odds & AI Betting Tips

Sep 27, 2026 - 13:00
2 1.19
0 1.41
xG Accuracy: 54%

The model missed the final outcome (Vreden win 2–0).

The model had projected Lippstadt 08 at 40.4%, 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 Under 2.5 (2 goals) ✔ Correct
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Lippstadt 08 Vreden ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 0-0 2-0 ✖ Incorrect

Post Match Insights

What worked

  • Under 2.5 goals aligned with the xG profile

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • 1X2: model leaned Lippstadt 08; match finished Vreden

Market lesson

The full-time result was Vreden win 2–0, which did not match the model's pre-match lean on 1X2.

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Prediction Timeline

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

  1. Sep 21, 2026 · 01:25 UTC Forecast generated
    • xG · Vreden 1.19 — Lippstadt 08 1.41
  2. Sep 27, 2026 · 13:00 UTC Kickoff
  3. FT Full-time result Vreden win · 2–0
  4. FT Prediction missed 1X2 lean did not match full-time result
  5. 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 Missed
Pre-match metrics (historical context)
Prediction Reliability 57/100 · Moderate
  • Validation: Pending
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation pending
Market Compatibility 100/100
Betting Confidence 59/100

Validation Report

Immutable Snapshot

Prediction Time: Sep 21, 2026 · 01:25 UTC Snapshot ID: dp-10091388

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Vreden win · Vreden 2–0 Lippstadt 08
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: Oberliga - Westfalen
  • Fixture: Vreden vs Lippstadt 08
  • Kickoff: 2026-09-27 13:00:00
  • 1X2 (model): Home 30.1% · Draw 29.4% · Away 40.5%
  • xG (showing): Vreden 1.19 — Lippstadt 08 1.41 (total xG ≈ 2.6)
  • 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): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 54.2% · No 45.8%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.2% · No 45.8%
  • Correct score (top bin): 1-1 (12.5%)

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: No Primary Bet

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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Oberliga - Westfalen Oberliga - Westfalen — Standings
# TEAM MP W D L PTS
1 Gievenbeck 7 5 1 1 16
2 Maaslingen 7 5 1 1 16
3 Eintracht Rheine 7 5 0 2 15
4 Erkenschwick 7 4 3 0 15
5 Lippstadt 08 7 4 1 2 13
6 Vreden 7 4 1 2 13
7 Verl II 7 3 2 2 11
8 Westfalia Kinderhaus 7 3 1 3 10
9 ASC Dortmund 6 3 0 3 9
10 TuS Hordel 7 2 3 2 9
11 Sprockhovel 7 2 2 3 8
12 Arminia II 7 2 2 3 8
13 Victoria Clarholz 7 2 1 4 7
14 Preußen Münster II 7 1 3 3 6
15 SpVgg Herne Horsthausen 7 2 0 5 6
16 Ennepetal 7 0 5 2 5
17 Hiltrup 7 1 1 5 4
18 Schermbeck 6 0 1 5 1
# TEAM MP GS GC +/- PTS
1 Sprockhovel 7 21 16 +5 8
2 Vreden 7 19 18 +1 13
3 Eintracht Rheine 7 17 10 +7 15
4 Victoria Clarholz 7 17 17 0 7
5 Gievenbeck 7 16 6 +10 16
6 Maaslingen 7 16 9 +7 16
7 ASC Dortmund 6 14 13 +1 9
8 Lippstadt 08 7 12 10 +2 13
9 Verl II 7 12 12 0 11
10 Arminia II 7 11 10 +1 8
11 Erkenschwick 7 10 6 +4 15
12 TuS Hordel 7 10 10 0 9
13 SpVgg Herne Horsthausen 7 10 16 -6 6
14 Preußen Münster II 7 9 10 -1 6
15 Ennepetal 7 9 15 -6 5
16 Westfalia Kinderhaus 7 8 10 -2 10
17 Hiltrup 7 5 17 -12 4
18 Schermbeck 6 4 15 -11 1