Predictions / Football / Sweden. Svenska Cupen / Piteå vs AIK Stockholm

Prediction Audit: Piteå vs AIK Stockholm Prediction, Odds & AI Betting Tips

Piteå Piteå
Aug 20, 2026 - 16:30
0 1.26
3 1.34
xG Accuracy: 45%
AIK Stockholm AIK Stockholm

AI correctly predicted the AIK Stockholm win.

The match finished 0–3, validating the model's directional assessment.

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 No ✖ Incorrect
  • 1X2 AIK Stockholm AIK Stockholm ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 0-3 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

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

Largest probability gap: AIK Stockholm -48.8 pp

Outcome Model Closing Market Difference Signal
Piteå 33.3% 4.4% +28.9 pp Model Edge
Draw 29.6% 9.8% +19.9 pp Model Edge
AIK Stockholm 37.1% 85.8% -48.8 pp Market Higher

The closing market estimates AIK Stockholm's win probability at 85.8%, compared with the model's estimate of 37.1%, a difference of 48.8 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 (AIK Stockholm win 0–3).

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced AIK Stockholm higher (85.9% vs model 37.1%, 48.8 pp), but the model's lean was validated (AIK Stockholm win 0–3).

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Prediction Timeline

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

  1. Aug 20, 2026 · 16:29 UTC Forecast generated
    • Model 1X2 · Piteå 33.4% · Draw 29.6% · AIK Stockholm 37.0%
    • xG · Piteå 1.26 — AIK Stockholm 1.34
  2. Aug 20, 2026 · 16:00 UTC Opening odds snapshot PRE30
    • 1X2 odds · Piteå 21.00 · Draw 9.50 · AIK Stockholm 1.08
    • Implied 1X2 · Piteå 4.4% · Draw 9.8% · AIK Stockholm 85.8%
    • Bookmaker · Bet365
  3. Aug 20, 2026 · 16:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Piteå 21.00 · Draw 9.50 · AIK Stockholm 1.08
    • Implied 1X2 · Piteå 4.4% · Draw 9.8% · AIK Stockholm 85.8%
    • Bookmaker · Bet365
  4. Aug 20, 2026 · 16:30 UTC Kickoff
  5. FT Full-time result AIK Stockholm win · 0–3
  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 25/100 · Low
  • Validation: Fail
  • Large market gap (49 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market strongly disagrees on price
  • Validation failed
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 7/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 14, 2026 · 07:25 UTC Snapshot ID: dp-3922764

Closing Odds 1.08
AI Fair Odds —
CLV Pending
Final Result AIK Stockholm win · Piteå 0–3 AIK Stockholm
Prediction ✔ Correct
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

Model favours AIK Stockholm; market prices AIK Stockholm instead — inputs may be missing or stale.

  • Model: Piteå 1.26 xG vs AIK Stockholm 1.34 → AIK Stockholm 37.1%
  • Market: AIK Stockholm ~85.8% 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.

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

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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