Prediction Audit: Baltika vs Dynamo Prediction, Odds & AI Betting Tips

Aug 01, 2026 - 17:45
2 2.05
1 1.04
xG Accuracy: 98%

AI correctly predicted the Baltika win.

The match finished 2–1, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade A

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 Baltika Baltika ✔ Correct
  • Correct Score Insights 2-1, 1-1, 2-0, 1-0, 3-1 2-1 ✔ Correct

Model vs Closing Market

Strong Disagreement

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

Largest probability gap: Baltika +27.1 pp

Outcome Model Closing Market Difference Signal
Baltika 59.4% 32.3% +27.1 pp Model Edge
Draw 23.4% 29.8% -6.4 pp Market Higher
Dynamo 17.2% 38.0% -20.7 pp Market Higher

The statistical model estimates Baltika's win probability at 59.4%, compared with the closing market's implied probability of 32.3%, a difference of 27.1 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 model's directional lean matched the result (Baltika win 2–1).

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 3.09) — 3 goals materialised
  • Baltika attacking xG significantly stronger (2.05 vs 1.04)
  • Both Teams To Score (Yes) matched the full-time result

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Baltika more conservatively (32.2% vs model 59.4%, 27.1 pp), but the model's lean was validated (Baltika win 2–1).

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Prediction Timeline

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

  1. Aug 01, 2026 · 17:44 UTC Forecast generated
    • Model 1X2 · Baltika 59.5% · Draw 23.3% · Dynamo 17.2%
    • xG · Baltika 2.05 — Dynamo 1.04
  2. Aug 01, 2026 · 17:14 UTC Opening odds snapshot PRE30
    • 1X2 odds · Baltika 3.00 · Draw 3.25 · Dynamo 2.55
    • Implied 1X2 · Baltika 32.3% · Draw 29.8% · Dynamo 38.0%
    • Bookmaker · Pinnacle
  3. Aug 01, 2026 · 17:44 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Baltika 3.00 · Draw 3.25 · Dynamo 2.55
    • Implied 1X2 · Baltika 32.3% · Draw 29.8% · Dynamo 38.0%
    • Bookmaker · Pinnacle
  4. Aug 01, 2026 · 17:45 UTC Kickoff
  5. FT Full-time result Baltika win · 2–1
  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 43/100 · Low
  • Validation: Warning
  • Large market gap (27 pp)
  • High xG deviation from league baseline (52%+)
Evidence ★★★★★
  • Strong model lean
  • Market strongly disagrees on price
  • Validation warning
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 12/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 26, 2026 · 05:15 UTC Snapshot ID: dp-1822327

Closing Odds 3.0
AI Fair Odds 1.68
CLV Pending
Final Result Baltika win · Baltika 2–1 Dynamo
Prediction ✔ Correct
Decision Grade A

Probability Calibration

  • Expected: 59.5%
  • Historical Bucket: 55–60% — 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

Below is a compact, numbers-first snapshot aligned with the same engine as the cards above.

  • League: Premier League
  • Fixture: Baltika vs Dynamo
  • Kickoff: 2026-08-01 17:45:00
  • 1X2 (model): Home 59.5% · Draw 23.3% · Away 17.2%
  • xG (showing): Baltika 2.05 — Dynamo 1.04 (total xG ≈ 3.09)
  • Best +EV line (same label as hero card when Primary thresholds are not met): Baltika
  • Model: 59.5% · Implied: 32.3% · Probability edge: +27.2 pts · Est. EV: +11.3%
  • BTTS (model): Yes 57.6% · No 42.4%
  • Correct score (top bin): 2-1 (9.9%)

Totals and BTTS are evaluated against current market prices where available.

1X2 can look balanced even when side markets show clearer structure.

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 29, 2026 (UTC)

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Premier League Premier League — Standings
# TEAM MP W D L PTS
1 FC Krasnodar 9 6 3 0 21
2 Dynamo 9 6 1 2 19
3 CSKA Moscow 9 5 4 0 19
4 Spartak Moscow 9 6 1 2 19
5 Zenit 9 6 0 3 18
6 Rubin 9 2 6 1 12
7 Makhachkala 9 4 0 5 12
8 Baltika 9 3 2 4 11
9 Krylia Sovetov 9 2 5 2 11
10 Akhmat 9 2 4 3 10
11 FC Orenburg 9 1 6 2 9
12 FC Rostov 9 2 2 5 8
13 Akron 9 1 5 3 8
14 Lokomotiv 9 1 4 4 7
15 Rodina Moskva 9 1 2 6 5
16 Fakel 9 0 3 6 3
# TEAM MP GS GC +/- PTS
1 Zenit 9 19 9 +10 18
2 Spartak Moscow 9 16 7 +9 19
3 CSKA Moscow 9 15 9 +6 19
4 Makhachkala 9 15 16 -1 12
5 FC Krasnodar 9 14 7 +7 21
6 Dynamo 9 14 8 +6 19
7 Baltika 9 14 12 +2 11
8 Akhmat 9 13 13 0 10
9 Krylia Sovetov 9 13 14 -1 11
10 Rubin 9 12 11 +1 12
11 Akron 9 11 18 -7 8
12 FC Rostov 9 10 17 -7 8
13 Rodina Moskva 9 10 22 -12 5
14 Lokomotiv 9 8 11 -3 7
15 FC Orenburg 9 7 10 -3 9
16 Fakel 9 6 13 -7 3