Prediction Audit: FC Koln II W vs Meppen Prediction, Odds & AI Betting Tips

Aug 23, 2026 - 12:00
0 1.26
3 1.34
xG Accuracy: 45%

AI correctly predicted the Meppen win.

The match finished 0–3, validating the model's directional assessment.

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 Yes No ✖ Incorrect
  • 1X2 Meppen Meppen ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 0-3 ✖ Incorrect

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised

What failed

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

Market lesson

The model's directional lean matched the full-time result (Meppen win 0–3).

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Prediction Timeline

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

  1. Aug 17, 2026 · 01:08 UTC Forecast generated
    • xG · FC Koln II W 1.26 — Meppen 1.34
  2. Aug 23, 2026 · 12:00 UTC Kickoff
  3. FT Full-time result Meppen win · 0–3
  4. FT Prediction validated Directional lean matched 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 Validated
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: Aug 17, 2026 · 01:08 UTC Snapshot ID: dp-4361900

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Meppen win · FC Koln II W 0–3 Meppen
Prediction ✔ Correct
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: 2. Frauen Bundesliga
  • Fixture: FC Koln II W vs Meppen
  • Kickoff: 2026-08-23 12:00:00
  • 1X2 (model): Home 33.4% · Draw 29.6% · Away 37.0%
  • xG (showing): FC Koln II W 1.26 — Meppen 1.34 (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 54.5% · No 45.5%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.5% · No 45.5%
  • Correct score (top bin): 1-1 (12.5%)

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.

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

October 11, 2026 (UTC)

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2. Frauen Bundesliga 2. Frauen Bundesliga — Standings
# TEAM MP W D L PTS
1 Hertha Berlin W 8 7 0 1 21
2 Viktoria Berlin W 7 6 0 1 18
3 Bochum 8 5 2 1 17
4 SGS Essen W 8 5 2 1 17
5 Meppen 8 4 2 2 14
6 Carl Zeiss Jena W 8 4 0 4 12
7 Ingolstadt 8 3 3 2 12
8 Andernach W 8 4 0 4 12
9 SC Sand W 8 3 2 3 11
10 Borussia Monchengladbach W 7 2 1 4 7
10 B. Monchengladbach W 1 0 0 1 0
11 Eintracht Frankfurt II W 8 2 1 5 7
12 Hoffenheim II W 8 1 1 6 4
13 Turbine Potsdam W 8 1 1 6 4
14 FC Koln II W 8 0 1 7 1
# TEAM MP GS GC +/- PTS
1 Bochum 8 22 6 +16 17
2 SGS Essen W 8 17 7 +10 17
3 Hertha Berlin W 8 16 9 +7 21
4 Carl Zeiss Jena W 8 14 11 +3 12
5 Meppen 8 13 6 +7 14
6 Viktoria Berlin W 7 12 5 +7 18
7 Ingolstadt 8 12 10 +2 12
8 Hoffenheim II W 8 12 20 -8 4
9 Borussia Monchengladbach W 7 11 14 -3 7
10 Andernach W 8 11 15 -4 12
11 SC Sand W 8 10 11 -1 11
12 Turbine Potsdam W 8 5 16 -11 4
13 Eintracht Frankfurt II W 8 4 15 -11 7
14 FC Koln II W 8 4 18 -14 1
15 B. Monchengladbach W 1 1 2 -1 0