Prediction Audit: Rīgas FS vs Vestri Prediction, Odds & AI Betting Tips

Jul 23, 2026 - 16:30
4 1.29
1 1.31
xG Accuracy: 44%

AI correctly predicted the Rīgas FS win.

The match finished 4–1, 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 (5 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Rīgas FS Rīgas FS ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 4-1 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Rīgas FS higher than the statistical model.

Largest probability gap: Rīgas FS -24.3 pp

Outcome Model Closing Market Difference Signal
Rīgas FS 64.9% 89.3% -24.3 pp Market Higher
Draw 20.2% 7.3% +12.9 pp Model Edge
Vestri 14.9% 3.5% +11.4 pp Model Edge

The closing market estimates Rīgas FS's win probability at 89.3%, compared with the model's estimate of 64.9%, a difference of 24.3 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 (Rīgas FS win 4–1).

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 5 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 (5 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 Rīgas FS higher (89.2% vs model 64.9%, 24.3 pp), but the model's lean was validated (Rīgas FS win 4–1).

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Prediction Timeline

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

  1. Jul 23, 2026 · 19:34 UTC Forecast generated
    • Model 1X2 · Rīgas FS 64.9% · Draw 20.2% · Vestri 14.9%
    • xG · Rīgas FS 1.29 — Vestri 1.31
  2. Jul 23, 2026 · 16:01 UTC Opening odds snapshot PRE30
    • 1X2 odds · Rīgas FS 1.04 · Draw 12.74 · Vestri 26.91
    • Implied 1X2 · Rīgas FS 89.3% · Draw 7.3% · Vestri 3.5%
    • Bookmaker · Pinnacle
  3. Jul 23, 2026 · 16:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Rīgas FS 1.04 · Draw 12.74 · Vestri 26.91
    • Implied 1X2 · Rīgas FS 89.3% · Draw 7.3% · Vestri 3.5%
    • Bookmaker · Pinnacle
  4. Jul 23, 2026 · 16:30 UTC Kickoff
  5. FT Full-time result Rīgas FS win · 4–1
  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 51/100 · Moderate
  • Validation: Warning
  • Large market gap (24 pp)
Evidence ★★★★★
  • Moderate model lean
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 0/100
Betting Confidence 33/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 13:52 UTC Snapshot ID: dp-1452102

Closing Odds 1.04
AI Fair Odds 2.81
CLV Pending
Final Result Rīgas FS win · Rīgas FS 4–1 Vestri
Prediction ✔ Correct
Decision Grade B-

Probability Calibration

  • Expected: 35.6%
  • Historical Bucket: 35–40% — Building sample

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 Europa Conference League
  • Fixture: Rīgas FS vs Vestri
  • Kickoff: 2026-07-23 16:30:00
  • 1X2 (model): Home 33.0% · Draw 33.0% · Away 33.0%
  • xG (showing): Rīgas FS 1.29 — Vestri 1.31 (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

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.

If lines move materially, re-run generation or refresh — implied probabilities and any future EV readouts will change first.

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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UEFA Europa Conference League UEFA Europa Conference League — Standings
# TEAM MP W D L PTS
1 Aarhus 0 0 0 0 0
2 Ajax 0 0 0 0 0
3 Atalanta 0 0 0 0 0
4 Borac Banja Luka 0 0 0 0 0
5 SC Braga 0 0 0 0 0
6 Brann 0 0 0 0 0
7 Brighton 0 0 0 0 0
8 FC Copenhagen 0 0 0 0 0
9 FK Crvena Zvezda 0 0 0 0 0
10 CSKA Sofia 0 0 0 0 0
11 Egnatia Rrogozhinë 0 0 0 0 0
12 SC Freiburg 0 0 0 0 0
13 Gent 0 0 0 0 0
14 Getafe 0 0 0 0 0
15 HNK Hajduk Split 0 0 0 0 0
16 Heart Of Midlothian 0 0 0 0 0
17 Saburtalo 0 0 0 0 0
18 Inter Club d'Escaldes 0 0 0 0 0
19 FK Jablonec 0 0 0 0 0
20 Kairat Almaty 0 0 0 0 0
21 Kauno Žalgiris 0 0 0 0 0
22 KuPS 0 0 0 0 0
23 Lincoln Red Imps FC 0 0 0 0 0
24 FC Lugano 0 0 0 0 0
25 FC Midtjylland 0 0 0 0 0
26 Mjallby AIF 0 0 0 0 0
27 Monaco 0 0 0 0 0
28 FC Nordsjaelland 0 0 0 0 0
29 Pafos 0 0 0 0 0
30 Panathinaikos 0 0 0 0 0
31 Riga 0 0 0 0 0
32 St. Truiden 0 0 0 0 0
33 FC Thun 0 0 0 0 0
34 Trabzonspor 0 0 0 0 0
35 Twente 0 0 0 0 0
36 Universitatea Craiova 0 0 0 0 0
# TEAM MP GS GC +/- PTS
1 Aarhus 0 0 0 0 0
2 Ajax 0 0 0 0 0
3 Atalanta 0 0 0 0 0
4 Borac Banja Luka 0 0 0 0 0
5 SC Braga 0 0 0 0 0
6 Brann 0 0 0 0 0
7 Brighton 0 0 0 0 0
8 FC Copenhagen 0 0 0 0 0
9 FK Crvena Zvezda 0 0 0 0 0
10 CSKA Sofia 0 0 0 0 0
11 Egnatia Rrogozhinë 0 0 0 0 0
12 SC Freiburg 0 0 0 0 0
13 Gent 0 0 0 0 0
14 Getafe 0 0 0 0 0
15 HNK Hajduk Split 0 0 0 0 0
16 Heart Of Midlothian 0 0 0 0 0
17 Saburtalo 0 0 0 0 0
18 Inter Club d'Escaldes 0 0 0 0 0
19 FK Jablonec 0 0 0 0 0
20 Kairat Almaty 0 0 0 0 0
21 Kauno Žalgiris 0 0 0 0 0
22 KuPS 0 0 0 0 0
23 Lincoln Red Imps FC 0 0 0 0 0
24 FC Lugano 0 0 0 0 0
25 FC Midtjylland 0 0 0 0 0
26 Mjallby AIF 0 0 0 0 0
27 Monaco 0 0 0 0 0
28 FC Nordsjaelland 0 0 0 0 0
29 Pafos 0 0 0 0 0
30 Panathinaikos 0 0 0 0 0
31 Riga 0 0 0 0 0
32 St. Truiden 0 0 0 0 0
33 FC Thun 0 0 0 0 0
34 Trabzonspor 0 0 0 0 0
35 Twente 0 0 0 0 0
36 Universitatea Craiova 0 0 0 0 0