Prediction Audit: Cyprus vs Latvia Prediction, Odds & AI Betting Tips

Oct 05, 2026 - 16:00
2 1.81
1 1.98
xG Accuracy: 72%

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

The model had projected Latvia at 41.7%, but the full-time result went the other way.

Tracked markets vs full-time result

Prediction grade C

Each row compares the pre-match model lean to the full-time result.

  • Market Prediction Result Outcome
  • Over / Under 2.5 Over 2.5 Over 2.5 (3 goals) ✔ Correct
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Latvia Cyprus ✖ Incorrect
  • Correct Score Insights 1-1, 1-2, 2-1, 2-2, 1-3 2-1 ✔ Correct

Model vs Closing Market

Strong Disagreement

The model rates Latvia considerably stronger than the closing betting market.

Largest probability gap: Latvia +27.3 pp

Outcome Model Closing Market Difference Signal
Cyprus 35.0% 59.6% -24.6 pp Market Higher
Draw 23.4% 26.0% -2.6 pp Aligned
Latvia 41.7% 14.4% +27.3 pp Model Edge

The statistical model estimates Latvia's win probability at 41.7%, compared with the closing market's implied probability of 14.4%, a difference of 27.3 percentage points. This highlights a substantial disagreement between the model's assessment and the market consensus, rather than 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 Cyprus win 2–1.

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 3.79) — 3 goals materialised
  • Both Teams To Score (Yes) matched the full-time result
  • Over 2.5 goals aligned with the xG profile

What failed

  • 1X2: model leaned Latvia; match finished Cyprus

Market lesson

The closing market differed from the model on Latvia by 27.3 percentage points (14.4% vs model 41.7%) — 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. Oct 05, 2026 · 19:08 UTC Forecast generated
    • Model 1X2 · Cyprus 35.0% · Draw 23.4% · Latvia 41.7%
    • xG · Cyprus 1.81 — Latvia 1.98
  2. Oct 05, 2026 · 15:40 UTC Opening odds snapshot PRE20
    • 1X2 odds · Cyprus 1.57 · Draw 3.60 · Latvia 6.50
    • Implied 1X2 · Cyprus 59.6% · Draw 26.0% · Latvia 14.4%
    • Bookmaker · bet365 us
  3. Oct 05, 2026 · 15:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Cyprus 1.57 · Draw 3.60 · Latvia 6.50
    • Implied 1X2 · Cyprus 59.6% · Draw 26.0% · Latvia 14.4%
    • Bookmaker · bet365 us
  4. Oct 05, 2026 · 16:00 UTC Kickoff
  5. FT Full-time result Cyprus win · 2–1
  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: Cautious / Wait

Historical label: Originally displayed as "Wait for validation".

Historical Decision Wait
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 49/100 · Moderate
  • Validation: Warning
  • Large market gap (27 pp)
Evidence ★★★★★
  • Statistical edge detected
  • Market strongly disagrees on price
  • Validation warning
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 13/100

Validation Report

Immutable Snapshot

Prediction Time: Sep 29, 2026 · 01:39 UTC Snapshot ID: dp-11671395

Closing Odds 6.5
AI Fair Odds —
CLV Pending
Final Result Cyprus win · Cyprus 2–1 Latvia
Prediction ✖ Missed
Decision Grade C

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

Quick read on how the model reads this matchup.

  • League: UEFA Nations League
  • Fixture: Cyprus vs Latvia
  • Kickoff: 2026-10-05 16:00:00
  • 1X2 (model): Home 45.0% · Draw 45.0% · Away 10.0%
  • xG (showing): Cyprus 1.81 — Latvia 1.98 (total xG ≈ 3.79)
  • 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

Saying “no value” on a snapshot is a feature, not a bug: it protects readers from forcing a play when the edge is not there.

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

Historical Recommendation

Historical Decision: Wait

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

October 13, 2026 (UTC)

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UEFA Nations League UEFA Nations League — Standings
# TEAM MP W D L PTS
1 France 4 3 1 0 10
2 Italy 4 2 1 1 7
3 Belgium 4 2 0 2 6
4 Türkiye 4 0 0 4 0
# TEAM MP GS GC +/- PTS
1 Italy 4 8 5 +3 7
2 France 4 7 2 +5 10
3 Belgium 4 6 5 +1 6
4 Türkiye 4 2 11 -9 0
# TEAM MP xG xGC +/- PTS
1 France 4 2.0 0.6 +1.4 10
2 Italy 4 2.0 1.4 +0.6 7
3 Türkiye 4 1.4 2.0 -0.6 0
4 Belgium 4 0.6 2.0 -1.4 6