AI correctly predicted the GKS Katowice win.
The match finished 3–1, 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 Over 2.5 Over 2.5 (4 matlamat) ✔ Betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Ya ✔ Betul
- 1X2 GKS Katowice GKS Katowice ✔ Betul
- Cerapan skor tepat 1-1, 1-0, 2-1, 0-1, 2-0 3-1 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| GKS Katowice | 44.7% | 47.0% | -2.2 pp | Aligned |
| Draw | 27.6% | 27.0% | +0.5 pp | Aligned |
| Radomiak Radom | 27.7% | 26.0% | +1.7 pp | Aligned |
The model and closing market are broadly aligned, with probability differences below 5 percentage points.
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 (GKS Katowice win 3–1).
Market Assessment
The market and model are broadly aligned. Any small pricing gap likely reflects rounding or bookmaker margin, not a structural disagreement.
- Current pricing remains close to the model baseline.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 2.79) — 4 goals materialised
- Both Teams To Score (Yes) matched the full-time result
- Over 2.5 goals aligned with the xG profile
What failed
- Exact score: outside the model's top score bins
Market lesson
The model's directional lean matched the full-time result (GKS Katowice win 3–1).
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Aug 02, 2026 · 19:22 UTC Forecast generated
- Model 1X2 · GKS Katowice 44.7% · Draw 27.6% · Radomiak Radom 27.7%
- xG · GKS Katowice 1.56 — Radomiak Radom 1.23
-
Aug 02, 2026 · 17:44 UTC Opening odds snapshot PRE30
- 1X2 odds · GKS Katowice 2.05 · Draw 3.56 · Radomiak Radom 3.70
- Implied 1X2 · GKS Katowice 47.0% · Draw 27.0% · Radomiak Radom 26.0%
- Bookmaker · Pinnacle
-
Aug 02, 2026 · 18:14 UTC Closing snapshot recorded PRE1
- 1X2 odds · GKS Katowice 2.05 · Draw 3.56 · Radomiak Radom 3.70
- Implied 1X2 · GKS Katowice 47.0% · Draw 27.0% · Radomiak Radom 26.0%
- Bookmaker · Pinnacle
-
Aug 02, 2026 · 18:15 UTC Kickoff
-
FT Full-time result GKS Katowice win · 3–1
-
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
Ekstraklasa — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Górnik Zabrze | 9 | 7 | 1 | 1 | 22 |
| 2 | Legia Warszawa | 9 | 5 | 4 | 0 | 19 |
| 3 | Lech Poznań | 8 | 6 | 1 | 1 | 19 |
| 4 | Wisła Kraków | 9 | 5 | 2 | 2 | 17 |
| 5 | Pogoń Szczecin | 8 | 4 | 3 | 1 | 15 |
| 6 | Korona Kielce | 9 | 4 | 3 | 2 | 15 |
| 7 | Zagłębie Lubin | 9 | 4 | 3 | 2 | 15 |
| 8 | Piast Gliwice | 9 | 4 | 1 | 4 | 13 |
| 9 | GKS Katowice | 8 | 4 | 0 | 4 | 12 |
| 10 | Jagiellonia | 8 | 4 | 0 | 4 | 12 |
| 11 | Wisła Płock | 8 | 3 | 2 | 3 | 11 |
| 12 | Widzew Łódź | 9 | 1 | 6 | 2 | 9 |
| 13 | Cracovia Kraków | 9 | 2 | 2 | 5 | 8 |
| 14 | Radomiak Radom | 9 | 2 | 2 | 5 | 8 |
| 15 | Śląsk Wrocław | 9 | 1 | 3 | 5 | 6 |
| 16 | Motor Lublin | 9 | 1 | 3 | 5 | 6 |
| 17 | Wieczysta Kraków | 8 | 1 | 2 | 5 | 5 |
| 18 | Raków Częstochowa | 9 | 1 | 0 | 8 | 3 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Legia Warszawa | 9 | 19 | 8 | +11 | 19 |
| 2 | Lech Poznań | 8 | 17 | 7 | +10 | 19 |
| 3 | Wisła Kraków | 9 | 17 | 12 | +5 | 17 |
| 4 | Górnik Zabrze | 9 | 16 | 8 | +8 | 22 |
| 5 | GKS Katowice | 8 | 16 | 13 | +3 | 12 |
| 6 | Piast Gliwice | 9 | 16 | 15 | +1 | 13 |
| 7 | Widzew Łódź | 9 | 13 | 13 | 0 | 9 |
| 8 | Pogoń Szczecin | 8 | 12 | 6 | +6 | 15 |
| 9 | Korona Kielce | 9 | 12 | 10 | +2 | 15 |
| 10 | Jagiellonia | 8 | 12 | 13 | -1 | 12 |
| 11 | Raków Częstochowa | 9 | 12 | 21 | -9 | 3 |
| 12 | Zagłębie Lubin | 9 | 11 | 10 | +1 | 15 |
| 13 | Śląsk Wrocław | 9 | 11 | 15 | -4 | 6 |
| 14 | Wieczysta Kraków | 8 | 11 | 17 | -6 | 5 |
| 15 | Wisła Płock | 8 | 9 | 12 | -3 | 11 |
| 16 | Cracovia Kraków | 9 | 9 | 14 | -5 | 8 |
| 17 | Motor Lublin | 9 | 9 | 15 | -6 | 6 |
| 18 | Radomiak Radom | 9 | 7 | 20 | -13 | 8 |
| # | PASUKAN | P | xG | xGC | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Lech Poznań | 8 | 10.4 | 4.1 | +6.3 | 19 |
| 2 | Wisła Kraków | 9 | 12.0 | 7.9 | +4.1 | 17 |
| 3 | Legia Warszawa | 9 | 9.9 | 6.0 | +3.9 | 19 |
| 4 | Cracovia Kraków | 9 | 10.4 | 7.1 | +3.3 | 8 |
| 5 | Górnik Zabrze | 9 | 10.0 | 7.7 | +2.3 | 22 |
| 6 | Jagiellonia | 8 | 8.9 | 6.9 | +2.0 | 12 |
| 7 | Zagłębie Lubin | 9 | 8.4 | 8.2 | +0.2 | 15 |
| 8 | Widzew Łódź | 9 | 9.8 | 9.7 | +0.1 | 9 |
| 9 | Śląsk Wrocław | 9 | 10.5 | 10.6 | -0.1 | 6 |
| 10 | Wieczysta Kraków | 8 | 9.1 | 9.6 | -0.5 | 5 |
| 11 | Motor Lublin | 9 | 8.7 | 9.2 | -0.5 | 6 |
| 12 | Pogoń Szczecin | 8 | 8.1 | 8.9 | -0.8 | 15 |
| 13 | Wisła Płock | 8 | 9.6 | 10.8 | -1.2 | 11 |
| 14 | GKS Katowice | 8 | 8.8 | 10.6 | -1.8 | 12 |
| 15 | Korona Kielce | 9 | 5.4 | 8.7 | -3.3 | 15 |
| 16 | Piast Gliwice | 9 | 7.3 | 10.8 | -3.5 | 13 |
| 17 | Radomiak Radom | 9 | 7.4 | 11.2 | -3.8 | 8 |
| 18 | Raków Częstochowa | 9 | 9.9 | 16.5 | -6.6 | 3 |