AI correctly predicted the Kataller Toyama win.
The match finished 4–0, 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 (4 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Tidak ✖ tak betul
- 1X2 Kataller Toyama Kataller Toyama ✔ Betul
- Cerapan skor tepat 1-1, 1-0, 0-1, 2-1, 1-2 4-0 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Kataller Toyama | 36.6% | 50.5% | -13.9 pp | Market Higher |
| Draw | 29.6% | 26.8% | +2.9 pp | Aligned |
| Imabari | 33.8% | 22.7% | +11.1 pp | Model Edge |
The closing market estimates Kataller Toyama's win probability at 50.5%, compared with the model's estimate of 36.6%, a difference of 13.9 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.
Selepas sepenuh masa, lean arah model sepadan dengan keputusan (Kataller Toyama win 4–0).
Market Assessment
The market is materially more optimistic about Kataller Toyama 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) — 4 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 (4 goals)
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Kataller Toyama higher (50.5% vs model 36.6%, 13.9 pp), but the model's lean was validated (Kataller Toyama win 4–0).
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Aug 22, 2026 · 09:29 UTC Forecast generated
- Model 1X2 · Kataller Toyama 36.6% · Draw 29.6% · Imabari 33.8%
- xG · Kataller Toyama 1.33 — Imabari 1.27
-
Aug 22, 2026 · 09:01 UTC Opening odds snapshot PRE30
- 1X2 odds · Kataller Toyama 1.85 · Draw 3.49 · Imabari 4.12
- Implied 1X2 · Kataller Toyama 50.5% · Draw 26.8% · Imabari 22.7%
- Bookmaker · Pinnacle
-
Aug 22, 2026 · 09:29 UTC Closing snapshot recorded PRE1
- 1X2 odds · Kataller Toyama 1.85 · Draw 3.49 · Imabari 4.12
- Implied 1X2 · Kataller Toyama 50.5% · Draw 26.8% · Imabari 22.7%
- Bookmaker · Pinnacle
-
Aug 22, 2026 · 09:30 UTC Kickoff
-
FT Full-time result Kataller Toyama win · 4–0
-
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: Warning
- Large market gap (14 pp)
- No strong statistical edge
- Market has already priced much of the edge
- Validation warning
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
J2 League — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Vegalta Sendai | 8 | 5 | 2 | 1 | 17 |
| 2 | Omiya Ardija | 8 | 4 | 4 | 0 | 16 |
| 3 | Albirex Niigata | 8 | 5 | 1 | 2 | 16 |
| 4 | Shonan Bellmare | 8 | 4 | 3 | 1 | 15 |
| 5 | Kataller Toyama | 8 | 4 | 2 | 2 | 14 |
| 6 | Yokohama FC | 8 | 4 | 2 | 2 | 14 |
| 7 | Tokushima Vortis | 8 | 4 | 1 | 3 | 13 |
| 8 | Montedio Yamagata | 8 | 4 | 0 | 4 | 12 |
| 9 | Fujieda MYFC | 8 | 3 | 3 | 2 | 12 |
| 10 | Tegevajaro Miyazaki | 8 | 3 | 2 | 3 | 11 |
| 11 | Tochigi City | 8 | 3 | 1 | 4 | 10 |
| 12 | Blaublitz Akita | 8 | 2 | 4 | 2 | 10 |
| 13 | Júbilo Iwata | 8 | 3 | 1 | 4 | 10 |
| 14 | Vanraure Hachinohe | 8 | 3 | 1 | 4 | 10 |
| 15 | Iwaki | 8 | 3 | 0 | 5 | 9 |
| 16 | Oita Trinita | 8 | 1 | 5 | 2 | 8 |
| 17 | Sagan Tosu | 8 | 2 | 2 | 4 | 8 |
| 18 | Ventforet Kofu | 8 | 2 | 1 | 5 | 7 |
| 19 | Consadole Sapporo | 8 | 1 | 2 | 5 | 5 |
| 20 | Imabari | 8 | 1 | 1 | 6 | 4 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Omiya Ardija | 8 | 16 | 7 | +9 | 16 |
| 2 | Kataller Toyama | 8 | 16 | 8 | +8 | 14 |
| 3 | Yokohama FC | 8 | 16 | 11 | +5 | 14 |
| 4 | Vegalta Sendai | 8 | 15 | 7 | +8 | 17 |
| 5 | Tochigi City | 8 | 14 | 13 | +1 | 10 |
| 6 | Fujieda MYFC | 8 | 12 | 9 | +3 | 12 |
| 7 | Tegevajaro Miyazaki | 8 | 12 | 12 | 0 | 11 |
| 8 | Blaublitz Akita | 8 | 11 | 10 | +1 | 10 |
| 9 | Albirex Niigata | 8 | 11 | 12 | -1 | 16 |
| 10 | Iwaki | 8 | 11 | 15 | -4 | 9 |
| 11 | Montedio Yamagata | 8 | 10 | 6 | +4 | 12 |
| 12 | Júbilo Iwata | 8 | 10 | 11 | -1 | 10 |
| 13 | Consadole Sapporo | 8 | 10 | 17 | -7 | 5 |
| 14 | Shonan Bellmare | 8 | 9 | 7 | +2 | 15 |
| 15 | Tokushima Vortis | 8 | 8 | 8 | 0 | 13 |
| 16 | Sagan Tosu | 8 | 8 | 11 | -3 | 8 |
| 17 | Oita Trinita | 8 | 7 | 6 | +1 | 8 |
| 18 | Imabari | 8 | 7 | 17 | -10 | 4 |
| 19 | Ventforet Kofu | 8 | 6 | 15 | -9 | 7 |
| 20 | Vanraure Hachinohe | 8 | 5 | 12 | -7 | 10 |