Predictions / Football / Lithuania. 1 Lyga / Atmosfera vs Hegelmann II

Prediction Audit: Atmosfera vs Hegelmann II Prediction, Odds & AI Betting Tips

Atmosfera Atmosfera
Jul 25, 2026 - 12:00
4 1.49
1 1.11
xG Accuracy: 49%
Hegelmann II Hegelmann II

AI correctly predicted the Atmosfera 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 Atmosfera Atmosfera ✔ Correct
  • Correct Score Insights 1-1, 1-0, 2-1, 2-0, 0-1 4-1 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Atmosfera higher than the statistical model.

Largest probability gap: Atmosfera -31.3 pp

Outcome Model Closing Market Difference Signal
Atmosfera 44.3% 75.6% -31.3 pp Market Higher
Draw 29.0% 15.1% +14.0 pp Model Edge
Hegelmann II 26.6% 9.3% +17.3 pp Model Edge

The closing market estimates Atmosfera's win probability at 75.6%, compared with the model's estimate of 44.3%, a difference of 31.3 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 (Atmosfera win 4–1).

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 5 goals materialised
  • Atmosfera attacking xG significantly stronger (1.49 vs 1.11)
  • 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 Atmosfera higher (75.6% vs model 44.3%, 31.3 pp), but the model's lean was validated (Atmosfera win 4–1).

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Prediction Timeline

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

  1. Jul 25, 2026 · 20:36 UTC Forecast generated
    • Model 1X2 · Atmosfera 44.3% · Draw 29.0% · Hegelmann II 26.7%
    • xG · Atmosfera 1.49 — Hegelmann II 1.11
  2. Jul 25, 2026 · 11:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · Atmosfera 1.17 · Draw 5.88 · Hegelmann II 9.48
    • Implied 1X2 · Atmosfera 75.6% · Draw 15.1% · Hegelmann II 9.3%
    • Bookmaker · Pinnacle
  3. Jul 25, 2026 · 12:00 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Atmosfera 1.17 · Draw 5.88 · Hegelmann II 9.48
    • Implied 1X2 · Atmosfera 75.6% · Draw 15.1% · Hegelmann II 9.3%
    • Bookmaker · Pinnacle
  4. Jul 25, 2026 · 12:00 UTC Kickoff
  5. FT Full-time result Atmosfera 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 33/100 · Low
  • Validation: Fail
  • Large market gap (31 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market strongly disagrees on price
  • Validation failed
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 9/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 13:56 UTC Snapshot ID: dp-1453507

Closing Odds 1.17
AI Fair Odds —
CLV Pending
Final Result Atmosfera win · Atmosfera 4–1 Hegelmann 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 Atmosfera; market prices Atmosfera instead — inputs may be missing or stale.

  • Model: Atmosfera 1.49 xG vs Hegelmann II 1.11 → Atmosfera 44.3%
  • Market: Atmosfera ~75.6% 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.

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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1 Lyga 1 Lyga — Standings
# TEAM MP W D L PTS
1 Minija 24 21 1 2 64
2 Babrungas 25 19 4 2 61
3 Be1 NFA 24 16 2 6 50
4 Neptūną Klaipėda 25 14 2 9 44
5 Tauras 25 13 4 8 43
6 Žalgiris II 25 13 4 8 43
7 BFA 25 13 4 8 43
8 Dainava 24 11 7 6 40
9 Atmosfera 24 8 6 10 30
10 Jonava 25 7 6 12 27
11 Garliava 24 6 4 14 22
12 Kauno Žalgiris II 24 7 1 16 22
13 Hegelmann II 25 7 1 17 22
14 Transinvest 2 25 6 3 16 21
15 FA Šiauliai II 25 4 5 16 17
16 Ekranas 25 4 2 19 14
# TEAM MP GS GC +/- PTS
1 Minija 24 63 13 +50 64
2 Babrungas 25 43 11 +32 61
3 Be1 NFA 24 43 25 +18 50
4 Tauras 25 43 31 +12 43
5 BFA 25 39 35 +4 43
6 Žalgiris II 25 38 32 +6 43
7 Atmosfera 24 37 33 +4 30
8 Dainava 24 34 23 +11 40
9 Neptūną Klaipėda 25 33 30 +3 44
10 Hegelmann II 25 30 56 -26 22
11 Transinvest 2 25 29 58 -29 21
12 Jonava 25 28 33 -5 27
13 Garliava 24 27 30 -3 22
14 FA Šiauliai II 25 27 56 -29 17
15 Ekranas 25 25 58 -33 14
16 Kauno Žalgiris II 24 23 38 -15 22
1 Lyga Lithuania. 1 Lyga Predictions