Prediction Audit: P-Iirot vs ÅIFK Prediction, Odds & AI Betting Tips

Sep 02, 2026 - 16:00
2 1.36
1 1.24
xG Accuracy: 78%

AI correctly predicted the P-Iirot win.

The match finished 2–1, 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 (3 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 P-Iirot P-Iirot ✔ Correct
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 2-1 ✔ Correct

Model vs Closing Market

Strong Disagreement

The closing market prices ÅIFK higher than the statistical model.

Largest probability gap: ÅIFK -10.1 pp

Outcome Model Closing Market Difference Signal
P-Iirot 38.0% 33.0% +5.0 pp Aligned
Draw 29.6% 24.5% +5.1 pp Model Higher
ÅIFK 32.4% 42.5% -10.1 pp Market Higher

The closing market estimates ÅIFK's win probability at 42.5%, compared with the model's estimate of 32.4%, a difference of 10.1 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 (P-Iirot win 2–1).

Market Assessment

The market is materially more optimistic about ÅIFK 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) — 3 goals materialised
  • Both Teams To Score (Yes) matched the full-time result
  • Exact score 2–1 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)

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced P-Iirot higher (48.1% vs model 38.0%, 10.1 pp), but the model's lean was validated (P-Iirot win 2–1).

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Prediction Timeline

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

  1. Sep 02, 2026 · 16:00 UTC Forecast generated
    • Model 1X2 · P-Iirot 38.0% · Draw 29.6% · ÅIFK 32.4%
    • xG · P-Iirot 1.36 — ÅIFK 1.24
  2. Sep 02, 2026 · 15:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · P-Iirot 2.74 · Draw 3.69 · ÅIFK 2.13
    • Implied 1X2 · P-Iirot 33.0% · Draw 24.5% · ÅIFK 42.5%
    • Bookmaker · Pinnacle
  3. Sep 02, 2026 · 16:00 UTC Closing snapshot recorded PRE1
    • 1X2 odds · P-Iirot 2.74 · Draw 3.69 · ÅIFK 2.13
    • Implied 1X2 · P-Iirot 33.0% · Draw 24.5% · ÅIFK 42.5%
    • Bookmaker · Pinnacle
  4. Sep 02, 2026 · 16:00 UTC Kickoff
  5. FT Full-time result P-Iirot 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: Monitor
Historical Decision Monitor
Outcome Validated
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) 17/100
Monitoring Confidence 20/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 27, 2026 · 02:16 UTC Snapshot ID: dp-5624611

Closing Odds 2.13
AI Fair Odds —
CLV Pending
Final Result P-Iirot win · P-Iirot 2–1 ÅIFK
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

Pre-match snapshot for this fixture.

  • League: Kakkonen - Lohko B
  • Fixture: P-Iirot vs ÅIFK
  • Kickoff: 2026-09-02 16:00:00
  • 1X2 (model): Home 38.0% · Draw 29.6% · Away 32.4%
  • xG (showing): P-Iirot 1.36 — ÅIFK 1.24 (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 54.4% · No 45.6%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.4% · No 45.6%
  • Correct score (top bin): 1-1 (12.5%)

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.

If lines move materially, re-run generation or refresh — implied probabilities and any future EV readouts will change first.

Historical Recommendation

Historical Decision: Monitor

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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Kakkonen - Lohko B Kakkonen - Lohko B — Standings
# TEAM MP W D L PTS
1 Honka 18 13 4 1 43
2 ÅIFK 18 12 3 3 39
3 EPS 18 10 2 6 32
4 HJS Akatemia 18 9 4 5 31
5 Ilves II 18 8 6 4 30
6 P-Iirot 18 8 3 7 27
7 GrIFK 18 7 3 8 24
8 EBK 18 4 3 11 15
9 Musa 18 3 3 12 12
10 NJS 18 0 1 17 1
# TEAM MP GS GC +/- PTS
1 Honka 18 56 17 +39 43
2 Ilves II 18 51 30 +21 30
3 EPS 18 39 26 +13 32
4 ÅIFK 18 38 18 +20 39
5 HJS Akatemia 18 30 24 +6 31
6 P-Iirot 18 30 25 +5 27
7 EBK 18 27 43 -16 15
8 GrIFK 18 23 31 -8 24
9 Musa 18 19 55 -36 12
10 NJS 18 10 54 -44 1