Prediction Audit: Oskarshamns AIK vs Nosaby Prediction, Odds & AI Betting Tips

Sep 05, 2026 - 12:00
1 1.31
2 1.29
xG Accuracy: 76%

The model missed the final outcome (Nosaby win 1–2).

The model had projected Oskarshamns AIK at 35.6%, 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 (3 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Oskarshamns AIK Nosaby ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 1-2 ✔ Correct

Model vs Closing Market

Strong Disagreement

The closing market prices Oskarshamns AIK higher than the statistical model.

Largest probability gap: Oskarshamns AIK -23.5 pp

Outcome Model Closing Market Difference Signal
Oskarshamns AIK 35.6% 59.2% -23.5 pp Market Higher
Draw 29.6% 21.7% +8.0 pp Model Higher
Nosaby 34.7% 19.2% +15.5 pp Model Edge

The closing market estimates Oskarshamns AIK's win probability at 59.2%, compared with the model's estimate of 35.6%, a difference of 23.5 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: PRE5.

After full time, the result was Nosaby win 1–2.

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised
  • Both Teams To Score (Yes) matched the full-time result
  • Exact score 1–2 fell within the model's highlighted bins

What failed

  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)
  • 1X2: model leaned Oskarshamns AIK; match finished Nosaby

Market lesson

The closing market differed from the model on Oskarshamns AIK by 23.5 percentage points (59.1% vs model 35.6%) — 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. Sep 05, 2026 · 11:56 UTC Forecast generated
    • Model 1X2 · Oskarshamns AIK 35.6% · Draw 29.7% · Nosaby 34.7%
    • xG · Oskarshamns AIK 1.31 — Nosaby 1.29
  2. Sep 05, 2026 · 11:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · Oskarshamns AIK 1.49 · Draw 4.07 · Nosaby 4.60
    • Implied 1X2 · Oskarshamns AIK 59.2% · Draw 21.7% · Nosaby 19.2%
    • Bookmaker · Pinnacle
  3. Sep 05, 2026 · 11:56 UTC Closing snapshot recorded PRE5
    • 1X2 odds · Oskarshamns AIK 1.49 · Draw 4.07 · Nosaby 4.60
    • Implied 1X2 · Oskarshamns AIK 59.2% · Draw 21.7% · Nosaby 19.2%
    • Bookmaker · Pinnacle
  4. Sep 05, 2026 · 12:00 UTC Kickoff
  5. FT Full-time result Nosaby win · 1–2
  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: Cautious / Wait

Historical label: Originally displayed as "Wait for validation".

Historical Decision Wait
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 51/100 · Moderate
  • Validation: Warning
  • Large market gap (24 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 0/100
Betting Confidence 33/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 30, 2026 · 01:35 UTC Snapshot ID: dp-6131482

Closing Odds 1.49
AI Fair Odds —
CLV Pending
Final Result Nosaby win · Oskarshamns AIK 1–2 Nosaby
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: Division 2 - Södra Götaland
  • Fixture: Oskarshamns AIK vs Nosaby
  • Kickoff: 2026-09-05 12:00:00
  • 1X2 (model): Home 35.6% · Draw 29.7% · Away 34.7%
  • xG (showing): Oskarshamns AIK 1.31 — Nosaby 1.29 (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 (12.6%)

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.

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

Historical Recommendation

Historical Decision: Wait

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 30, 2026 (UTC)

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Division 2 - Södra Götaland Division 2 - Södra Götaland — Standings
# TEAM MP W D L PTS
1 Karlskrona 23 18 3 2 57
2 IFK Trelleborg 23 14 5 4 47
3 Oskarshamns AIK 23 13 3 7 42
4 Berga 22 11 4 7 37
5 Nosaby 23 10 6 7 36
6 Linero 22 11 2 9 35
7 Växjö Norra 23 9 8 6 35
8 Österlen 22 8 5 9 29
9 Lilla Torg 22 6 9 7 27
10 Sölvesborg 22 8 1 13 25
11 Staffanstorp United 23 5 8 10 23
12 Torns 22 7 0 15 21
13 Räppe 23 4 6 13 18
14 Karlshamn 23 3 2 18 11
# TEAM MP GS GC +/- PTS
1 Karlskrona 23 61 20 +41 57
2 Oskarshamns AIK 23 58 30 +28 42
3 IFK Trelleborg 23 49 23 +26 47
4 Berga 22 47 33 +14 37
5 Nosaby 23 42 37 +5 36
6 Linero 22 39 38 +1 35
7 Österlen 22 34 35 -1 29
8 Staffanstorp United 23 33 41 -8 23
9 Sölvesborg 22 32 40 -8 25
10 Växjö Norra 23 31 31 0 35
11 Torns 22 30 59 -29 21
12 Lilla Torg 22 28 35 -7 27
13 Räppe 23 25 51 -26 18
14 Karlshamn 23 24 60 -36 11