Predictions / Football / Russia. Second League - Group 4 / Dinamo Barnaul vs Akron II

Prediction Audit: Dinamo Barnaul vs Akron II Prediction, Odds & AI Betting Tips

Dinamo Barnaul Dinamo Barnaul
Aug 23, 2026 - 10:00
3 1.28
1 1.32
xG Accuracy: 57%
Akron II Akron II

The model missed the final outcome (Dinamo Barnaul win 3–1).

The model had projected Akron II at 36.1%, but the full-time result went the other way.

Tracked markets vs full-time result

Prediction grade F

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 (4 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Akron II Dinamo Barnaul ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 3-1 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Dinamo Barnaul higher than the statistical model.

Largest probability gap: Dinamo Barnaul -10.2 pp

Outcome Model Closing Market Difference Signal
Dinamo Barnaul 34.2% 44.5% -10.2 pp Market Higher
Draw 29.6% 23.9% +5.8 pp Model Higher
Akron II 36.1% 31.6% +4.5 pp Aligned

The closing market estimates Dinamo Barnaul's win probability at 44.5%, compared with the model's estimate of 34.2%, a difference of 10.2 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 result was Dinamo Barnaul win 3–1.

Market Assessment

The market is materially more optimistic about Dinamo Barnaul 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

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 4 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 (4 goals)
  • 1X2: model leaned Akron II; match finished Dinamo Barnaul

Market lesson

The closing market differed from the model on Akron II by 10.2 percentage points (46.3% vs model 36.1%) — 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. Aug 23, 2026 · 09:59 UTC Forecast generated
    • Model 1X2 · Dinamo Barnaul 34.2% · Draw 29.7% · Akron II 36.1%
    • xG · Dinamo Barnaul 1.28 — Akron II 1.32
  2. Aug 23, 2026 · 09:29 UTC Opening odds snapshot PRE30
    • 1X2 odds · Dinamo Barnaul 2.02 · Draw 3.76 · Akron II 2.84
    • Implied 1X2 · Dinamo Barnaul 44.5% · Draw 23.9% · Akron II 31.6%
    • Bookmaker · Marathonbet
  3. Aug 23, 2026 · 09:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Dinamo Barnaul 2.02 · Draw 3.76 · Akron II 2.84
    • Implied 1X2 · Dinamo Barnaul 44.5% · Draw 23.9% · Akron II 31.6%
    • Bookmaker · Marathonbet
  4. Aug 23, 2026 · 10:00 UTC Kickoff
  5. FT Full-time result Dinamo Barnaul win · 3–1
  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 58/100 · Moderate
  • Validation: Warning
  • Large market gap (10 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 16/100
Monitoring Confidence 20/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 17, 2026 · 00:55 UTC Snapshot ID: dp-4358931

Closing Odds 2.02
AI Fair Odds —
CLV Pending
Final Result Dinamo Barnaul win · Dinamo Barnaul 3–1 Akron II
Prediction ✖ Missed
Decision Grade F

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: Second League - Group 4
  • Fixture: Dinamo Barnaul vs Akron II
  • Kickoff: 2026-08-23 10:00:00
  • 1X2 (model): Home 34.2% · Draw 29.7% · Away 36.1%
  • xG (showing): Dinamo Barnaul 1.28 — Akron II 1.32 (total xG ≈ 2.6)
  • Value headline: None — no positive EV on tracked lines at current best prices (same as the decision block: no default bet).
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 54.5% · No 45.5%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.5% · No 45.5%
  • Correct score (top bin): 1-1 (12.5%)

When book depth is thin or odds are missing, EV may be unavailable even though the model still prefers one side on totals or BTTS — wait for cleaner prices or skip.

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

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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Second League - Group 4 Second League - Group 4 — Standings
# TEAM MP W D L PTS
1 Khimik Dzerzhinsk 22 18 2 2 56
2 KDV 22 17 2 3 53
3 Pobeda Nizhniy Novgorod 22 13 4 5 43
4 Akron II 22 10 2 10 32
5 Krylya Sovetov II 22 6 9 7 27
6 Dinamo Barnaul 22 7 5 10 26
7 Orenburg II 22 6 8 8 26
8 Izhevsk 22 5 8 9 23
9 Ural II 22 5 7 10 22
10 Rubin Kazan 2 22 4 8 10 20
11 Nosta 22 4 6 12 18
12 Chelyabinsk II 22 4 5 13 17
# TEAM MP GS GC +/- PTS
1 Khimik Dzerzhinsk 22 57 16 +41 56
2 Pobeda Nizhniy Novgorod 22 51 33 +18 43
3 Akron II 22 46 34 +12 32
4 KDV 22 40 20 +20 53
5 Ural II 22 34 44 -10 22
6 Orenburg II 22 31 35 -4 26
7 Dinamo Barnaul 22 31 50 -19 26
8 Izhevsk 22 30 32 -2 23
9 Krylya Sovetov II 22 25 26 -1 27
10 Rubin Kazan 2 22 25 35 -10 20
11 Nosta 22 20 48 -28 18
12 Chelyabinsk II 22 19 36 -17 17
Second League - Group 4 Russia. Second League - Group 4 Predictions