AI correctly predicted the Vaajakoski win.
The match finished 2–3, validating the model's directional assessment.
Pasaran yang dijejaki vs hasil sepenuh masa
Setiap baris membandingkan model pra-perlawanan lean dengan keputusan sepenuh masa.
- Pasaran Ramalan Hasilnya Hasil
- Over / Under 2.5 Under 2.5 Over 2.5 (5 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Ya ✔ Betul
- 1X2 Vaajakoski Vaajakoski ✔ Betul
- Cerapan skor tepat 1-1, 0-1, 1-0, 1-2, 2-1 2-3 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Kraft | 34.7% | 43.3% | -8.6 pp | Market Higher |
| Draw | 29.6% | 21.4% | +8.2 pp | Model Higher |
| Vaajakoski | 35.6% | 35.3% | +0.3 pp | Aligned |
The closing market estimates Kraft's win probability at 43.3%, compared with the model's estimate of 34.7%, a difference of 8.6 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.
Selepas sepenuh masa, lean arah model sepadan dengan keputusan (Vaajakoski win 2–3).
Market Assessment
The market and model broadly agree on Kraft. 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) — 5 goals materialised
- 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 Vaajakoski higher (44.2% vs model 35.6%, 8.6 pp), but the model's lean was validated (Vaajakoski win 2–3).
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Jul 26, 2026 · 20:04 UTC Forecast generated
- Model 1X2 · Kraft 34.7% · Draw 29.7% · Vaajakoski 35.6%
- xG · Kraft 1.29 — Vaajakoski 1.31
-
Jul 26, 2026 · 15:00 UTC Opening odds snapshot PRE30
- 1X2 odds · Kraft 2.09 · Draw 4.22 · Vaajakoski 2.56
- Implied 1X2 · Kraft 43.3% · Draw 21.4% · Vaajakoski 35.3%
- Bookmaker · Pinnacle
-
Jul 26, 2026 · 15:29 UTC Closing snapshot recorded PRE1
- 1X2 odds · Kraft 2.09 · Draw 4.22 · Vaajakoski 2.56
- Implied 1X2 · Kraft 43.3% · Draw 21.4% · Vaajakoski 35.3%
- Bookmaker · Pinnacle
-
Jul 26, 2026 · 15:30 UTC Kickoff
-
FT Full-time result Vaajakoski win · 2–3
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
Gambar Sejarah
Dibekukan pada sepak mula — keluaran model seperti sebelum perlawanan bermula.
Metrik pra-padanan (konteks sejarah)
- 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%
Semakan Soalan Lazim
- Sejauh manakah ramalan itu tepat?
- Halaman ini menilai pasaran berarah (1X2, Lebih/Bawah 2.5, BTTS) berbanding keputusan sepenuh masa. Gred ramalan menggambarkan bilangan pasaran yang dijejaki itu sepadan dengan realiti.
- Apakah ukuran Ketepatan xG?
- Ketepatan xG membandingkan profil matlamat jangkaan pra-perlawanan model dengan garis skor sebenar — bukan sama ada setiap pasaran mencecah. Semakan arah yang kukuh boleh wujud bersama dengan skor ketepatan xG yang sederhana.
- Mengapakah skor tepat tidak diramalkan?
- Hasil skor betul ialah ekor berkemungkinan rendah walaupun model membaca profil padanan dengan baik. Kami menyerlahkan tong skor tertinggi untuk konteks; kehilangan baris tepat tidak membatalkan semakan arah.
- Adakah ini meningkatkan rekod AI?
- Setiap perlawanan selesai dilog masuk dalam saluran paip pengesahan kami. Kadar hit teragregat dan kajian CLV diterbitkan secara berasingan — halaman ini ialah jejak audit setiap perlawanan.
Ramalan adalah untuk tujuan maklumat sahaja. Sentiasa berjudi dengan penuh tanggungjawab dan dalam had anda. Prestasi masa lalu tidak menjamin hasil masa depan.
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Langgan Sekarang
Kakkonen - Lohko C — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Huima / Urho | 18 | 11 | 3 | 4 | 36 |
| 2 | GBK | 18 | 10 | 2 | 6 | 32 |
| 3 | JBK | 18 | 10 | 1 | 7 | 31 |
| 4 | VPS II | 18 | 7 | 4 | 7 | 25 |
| 5 | Jaro 2 | 18 | 8 | 1 | 9 | 25 |
| 6 | Kraft | 18 | 7 | 2 | 9 | 23 |
| 7 | TP-47 | 18 | 6 | 5 | 7 | 23 |
| 8 | Vaajakoski | 18 | 6 | 3 | 9 | 21 |
| 9 | JS Hercules | 18 | 6 | 3 | 9 | 21 |
| 10 | SJK-juniorit | 18 | 5 | 4 | 9 | 19 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Huima / Urho | 18 | 50 | 26 | +24 | 36 |
| 2 | Kraft | 18 | 50 | 45 | +5 | 23 |
| 3 | VPS II | 18 | 47 | 36 | +11 | 25 |
| 4 | GBK | 18 | 43 | 33 | +10 | 32 |
| 5 | JBK | 18 | 37 | 24 | +13 | 31 |
| 6 | Vaajakoski | 18 | 34 | 44 | -10 | 21 |
| 7 | Jaro 2 | 18 | 33 | 54 | -21 | 25 |
| 8 | JS Hercules | 18 | 31 | 42 | -11 | 21 |
| 9 | TP-47 | 18 | 28 | 35 | -7 | 23 |
| 10 | SJK-juniorit | 18 | 27 | 41 | -14 | 19 |
