AI correctly predicted the GrIFK win.
The match finished 2–1, validating the model's directional assessment.
Tracked markets vs full-time result
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 GrIFK GrIFK ✔ Correct
- Correct Score Insights 1-1, 1-0, 2-1, 0-1, 2-0 2-1 ✔ Correct
Model vs Closing Market
| Outcome | Model | Closing Market | Difference | Signal |
|---|---|---|---|---|
| GrIFK | 40.9% | 48.8% | -7.9 pp | Market Higher |
| Draw | 29.4% | 23.5% | +5.9 pp | Model Higher |
| EBK | 29.7% | 27.6% | +2.1 pp | Aligned |
The closing market estimates GrIFK's win probability at 48.8%, compared with the model's estimate of 40.9%, a difference of 7.9 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 (GrIFK win 2–1).
Market Assessment
The market and model broadly agree on GrIFK. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.
- Monitor line movement before kickoff — not a betting recommendation.
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 GrIFK higher (48.8% vs model 40.9%, 7.9 pp), but the model's lean was validated (GrIFK win 2–1).
Prediction Timeline
How this prediction moved from forecast to full-time review.
-
Jul 31, 2026 · 15:30 UTC Forecast generated
- Model 1X2 · GrIFK 41.0% · Draw 29.4% · EBK 29.6%
- xG · GrIFK 1.42 — EBK 1.18
-
Jul 31, 2026 · 15:05 UTC Opening odds snapshot PRE30
- 1X2 odds · GrIFK 1.85 · Draw 3.84 · EBK 3.27
- Implied 1X2 · GrIFK 48.8% · Draw 23.5% · EBK 27.6%
- Bookmaker · Pinnacle
-
Jul 31, 2026 · 15:30 UTC Closing snapshot recorded PRE1
- 1X2 odds · GrIFK 1.85 · Draw 3.84 · EBK 3.27
- Implied 1X2 · GrIFK 48.8% · Draw 23.5% · EBK 27.6%
- Bookmaker · Pinnacle
-
Jul 31, 2026 · 15:30 UTC Kickoff
-
FT Full-time result GrIFK win · 2–1
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
Historical Snapshot
Frozen at kickoff — the model output as it stood before the match started.
Pre-match metrics (historical context)
- Validation: Pass
- No strong statistical edge
- Direction agrees with model lean
- Validation passed
Validation Report
Immutable SnapshotModel 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.
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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 |
