Predictions / Football / Czech-Republic. FNL / Arsenal Česká Lípa vs Karviná

Prediction Audit: Arsenal Česká Lípa vs Karviná Prediction, Odds & AI Betting Tips

Aug 15, 2026 - 14:00
2 1.32
5 1.28
xG Accuracy: 30%

The model missed the final outcome (Karviná win 2–5).

The model had projected Arsenal Česká Lípa at 36.1%, 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 (7 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Arsenal Česká Lípa Karviná ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 2-5 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Karviná higher than the statistical model.

Largest probability gap: Karviná -16.8 pp

Outcome Model Closing Market Difference Signal
Arsenal Česká Lípa 36.1% 24.2% +11.9 pp Model Edge
Draw 29.6% 24.8% +4.9 pp Aligned
Karviná 34.2% 51.1% -16.8 pp Market Higher

The closing market estimates Karviná's win probability at 51.1%, compared with the model's estimate of 34.2%, a difference of 16.8 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 Karviná win 2–5.

Market Assessment

The market is materially more optimistic about Karviná 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

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 7 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 (7 goals)
  • 1X2: model leaned Arsenal Česká Lípa; match finished Karviná

Market lesson

The closing market differed from the model on Arsenal Česká Lípa by 16.8 percentage points (52.9% vs model 36.1%) — 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 15, 2026 · 14:07 UTC Forecast generated
    • Model 1X2 · Arsenal Česká Lípa 36.1% · Draw 29.7% · Karviná 34.2%
    • xG · Arsenal Česká Lípa 1.32 — Karviná 1.28
  2. Aug 15, 2026 · 13:39 UTC Opening odds snapshot PRE30
    • 1X2 odds · Arsenal Česká Lípa 3.78 · Draw 3.69 · Karviná 1.79
    • Implied 1X2 · Arsenal Česká Lípa 24.2% · Draw 24.8% · Karviná 51.1%
    • Bookmaker · Pinnacle
  3. Aug 15, 2026 · 14:07 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Arsenal Česká Lípa 3.78 · Draw 3.69 · Karviná 1.79
    • Implied 1X2 · Arsenal Česká Lípa 24.2% · Draw 24.8% · Karviná 51.1%
    • Bookmaker · Pinnacle
  4. Aug 15, 2026 · 14:00 UTC Kickoff
  5. FT Full-time result Karviná win · 2–5
  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 55/100 · Moderate
  • Validation: Warning
  • Large market gap (17 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 5/100
Monitoring Confidence 19/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 09, 2026 · 02:05 UTC Snapshot ID: dp-3352011

Closing Odds 1.79
AI Fair Odds —
CLV Pending
Final Result Karviná win · Arsenal Česká Lípa 2–5 Karviná
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: FNL
  • Fixture: Arsenal Česká Lípa vs Karviná
  • Kickoff: 2026-08-15 14:00:00
  • 1X2 (model): Home 36.1% · Draw 29.7% · Away 34.2%
  • xG (showing): Arsenal Česká Lípa 1.32 — Karviná 1.28 (total xG ≈ 2.6)
  • Value headline: At least one tracked line reaches the headline EV threshold — align with the hero / Primary card if shown.
  • 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.

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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