Predictions / Football / Latvia. 1. Liga / Riga Mariners vs Tukums II

Prediction Audit: Riga Mariners vs Tukums II Prediction, Odds & AI Betting Tips

Aug 09, 2026 - 14:00
4 1.46
2 1.14
xG Accuracy: 39%

AI correctly predicted the Riga Mariners win.

The match finished 4–2, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade B-

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 (6 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Riga Mariners Riga Mariners ✔ Correct
  • Correct Score Insights 1-1, 1-0, 2-1, 0-1, 2-0 4-2 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Riga Mariners higher than the statistical model.

Largest probability gap: Riga Mariners -40.3 pp

Outcome Model Closing Market Difference Signal
Riga Mariners 42.9% 83.1% -40.3 pp Market Higher
Draw 29.2% 10.3% +18.9 pp Model Edge
Tukums II 27.9% 6.5% +21.4 pp Model Edge

The closing market estimates Riga Mariners's win probability at 83.1%, compared with the model's estimate of 42.9%, a difference of 40.3 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 model's directional lean matched the result (Riga Mariners win 4–2).

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 6 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 (6 goals)
  • Exact score: outside the model's top score bins

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Riga Mariners higher (83.2% vs model 42.9%, 40.3 pp), but the model's lean was validated (Riga Mariners win 4–2).

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Prediction Timeline

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

  1. Aug 09, 2026 · 14:00 UTC Forecast generated
    • Model 1X2 · Riga Mariners 42.9% · Draw 29.2% · Tukums II 27.9%
    • xG · Riga Mariners 1.46 — Tukums II 1.14
  2. Aug 09, 2026 · 13:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · Riga Mariners 1.08 · Draw 8.69 · Tukums II 13.73
    • Implied 1X2 · Riga Mariners 83.1% · Draw 10.3% · Tukums II 6.5%
    • Bookmaker · Pinnacle
  3. Aug 09, 2026 · 14:00 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Riga Mariners 1.08 · Draw 8.69 · Tukums II 13.73
    • Implied 1X2 · Riga Mariners 83.1% · Draw 10.3% · Tukums II 6.5%
    • Bookmaker · Pinnacle
  4. Aug 09, 2026 · 14:00 UTC Kickoff
  5. FT Full-time result Riga Mariners win · 4–2
  6. FT Prediction validated Directional lean matched 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 Validated
Pre-match metrics (historical context)
Prediction Reliability 29/100 · Low
  • Validation: Fail
  • Large market gap (40 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market strongly disagrees on price
  • Validation failed
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 8/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 04, 2026 · 01:14 UTC Snapshot ID: dp-2964229

Closing Odds 1.08
AI Fair Odds —
CLV Pending
Final Result Riga Mariners win · Riga Mariners 4–2 Tukums II
Prediction ✔ Correct
Decision Grade B-

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

Model favours Riga Mariners; market prices Riga Mariners instead — inputs may be missing or stale.

  • Model: Riga Mariners 1.46 xG vs Tukums II 1.14 → Riga Mariners 42.9%
  • Market: Riga Mariners ~83.1% implied
  • Validation failed — do not treat 1X2 EV as actionable.

Do not act on 1X2 value until validation passes. Structural leans (O/U, BTTS) need separate odds review.

Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 53.8% · No 46.2%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes

Historical Recommendation

Historical Decision: Wait

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

September 28, 2026 (UTC)

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Back to Predictions
1. Liga 1. Liga — Standings
# TEAM MP W D L PTS
1 Metta / LU 21 17 3 1 54
2 Valmiera / BSS 21 16 3 2 51
3 Leevon / PPK 21 15 4 2 49
4 Riga Mariners 21 14 5 2 47
5 JDFS Alberts 21 11 4 6 37
6 Mārupe 21 9 2 10 29
7 Skanste 21 8 2 11 26
8 Riga FC II 21 7 5 9 26
9 Super Nova 2 21 6 7 8 25
10 Tukums II 21 5 3 13 18
11 Smiltene 21 4 4 13 16
12 JFK Ventspils 21 3 6 12 15
13 Rīgas FS II 21 4 3 14 15
14 Rēzekne FA 21 1 3 17 6
# TEAM MP GS GC +/- PTS
1 Metta / LU 21 89 17 +72 54
2 Valmiera / BSS 21 60 23 +37 51
3 Riga Mariners 21 50 23 +27 47
4 Leevon / PPK 21 43 25 +18 49
5 Skanste 21 43 42 +1 26
6 JDFS Alberts 21 42 31 +11 37
7 Mārupe 21 34 32 +2 29
8 Rīgas FS II 21 34 62 -28 15
9 Riga FC II 21 29 37 -8 26
10 Smiltene 21 29 57 -28 16
11 Super Nova 2 21 28 32 -4 25
12 Tukums II 21 27 60 -33 18
13 JFK Ventspils 21 21 41 -20 15
14 Rēzekne FA 21 17 64 -47 6