Predictions / Football / Latvia. 1. Liga / Riga Mariners vs JFK Ventspils

Prediction Audit: Riga Mariners vs JFK Ventspils Prediction, Odds & AI Betting Tips

Jul 25, 2026 - 14:00
1 1.39
1 1.21
xG Accuracy: 85%

The model missed the final outcome (Draw 1–1).

The model had projected Riga Mariners at 48.4%, 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 Under 2.5 Under 2.5 (2 goals) ✔ Correct
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Riga Mariners Draw ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 1-1 ✔ Correct

Model vs Closing Market

Strong Disagreement

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

Largest probability gap: Riga Mariners -18.9 pp

Outcome Model Closing Market Difference Signal
Riga Mariners 48.4% 67.3% -18.9 pp Market Higher
Draw 26.1% 18.1% +8.0 pp Model Higher
JFK Ventspils 25.5% 14.6% +10.9 pp Model Edge

The closing market estimates Riga Mariners's win probability at 67.3%, compared with the model's estimate of 48.4%, a difference of 18.9 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: PRE10.

After full time, the result was Draw 1–1.

Market Assessment

The market is materially more optimistic about Riga Mariners 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

  • Both Teams To Score (Yes) matched the full-time result
  • Under 2.5 goals aligned with the xG profile
  • Exact score 1–1 fell within the model's highlighted bins

What failed

  • 1X2: model leaned Riga Mariners; match finished Draw

Market lesson

The closing market differed from the model on Riga Mariners by 18.9 percentage points (67.3% vs model 48.4%) — 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. Jul 25, 2026 · 21:29 UTC Forecast generated
    • Model 1X2 · Riga Mariners 48.3% · Draw 26.1% · JFK Ventspils 25.5%
    • xG · Riga Mariners 1.39 — JFK Ventspils 1.21
  2. Jul 25, 2026 · 13:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · Riga Mariners 1.32 · Draw 4.90 · JFK Ventspils 6.07
    • Implied 1X2 · Riga Mariners 67.3% · Draw 18.1% · JFK Ventspils 14.6%
    • Bookmaker · Pinnacle
  3. Jul 25, 2026 · 13:51 UTC Closing snapshot recorded PRE10
    • 1X2 odds · Riga Mariners 1.32 · Draw 4.90 · JFK Ventspils 6.07
    • Implied 1X2 · Riga Mariners 67.3% · Draw 18.1% · JFK Ventspils 14.6%
    • Bookmaker · Pinnacle
  4. Jul 25, 2026 · 14:00 UTC Kickoff
  5. FT Full-time result Draw · 1–1
  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: Monitor
Historical Decision Monitor
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 54/100 · Moderate
  • Validation: Warning
  • Large market gap (19 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 5/100
Betting Confidence 43/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 13:40 UTC Snapshot ID: dp-1449907

Closing Odds 1.32
AI Fair Odds —
CLV Pending
Final Result Draw · Riga Mariners 1–1 JFK Ventspils
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

Pre-match snapshot for this fixture.

  • League: Latvian First League
  • Fixture: Riga Mariners vs JFK Ventspils
  • Kickoff: 2026-07-25 14:00:00
  • 1X2 (model): Home 45.0% · Draw 45.0% · Away 10.0%
  • xG (showing): Riga Mariners 1.39 — JFK Ventspils 1.21 (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): 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

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 29, 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